CLICK HERE FOR SELECTED CONTRIBUTIONS BY RESEARCH AREAS

 

SELECTED PATENTS:

Books and Proceedings:

 

SELECTED PUBLICATIONS (The complete list and reprints are available upon request):

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·      Work in progress on Covid-19:

 

1.     Wang, Y., Hu, M., Li, Q.,  Zhang, Xiao-Ping, Zhai, G., and Yao, N., “Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner.” [arXiv]

 

 

·      Magazine Column Articles:

 

1.     Zhang, Xiao-Ping, and Kedmey, D., “A Budding Romance: Finance and AIIEEE MultiMedia, vol. 25, no. 4, pp. 79-83, 1 Oct.-Dec. 2018. (DOI: 10.1109/MMUL.2018.2875858) [PDF]

2.     Zhang, Xiao-Ping, and Kedmey, D., “TechWare: Financial Data and Analytic ResourcesIEEE Signal Processing Magazine, vol. 28, no. 5, pp. 138-141, September 2011. (DOI: 10.1109/MSP.2011.941840)

 

 

·      Selected Refereed Journal Articles:

 

1.                 Zhang, W., Zhang, J., Bao, M., Zhang, Xiao-Ping, and Li, X., “Multi-target tracking based on dynamic Bayesian network with reparameterized approximate variational inference IEEE Internet of Things Journal, accepted to appear, November 2021.

2.                 Wang, X., Ma, J., Jiang, J., and Zhang, Xiao-Ping, “Dilated projection correction network based on autoencoder for hyperspectral image super-resolutionNeural Networks, vol. 146, pp. 107-119, February 2022. (DOI: 10.1016/j.neunet.2021.11.014) [PDF]

3.                 Su, Z., Zhang, Y., Shi, J., and Zhang, Xiao-Ping, “Recurrent network knowledge distillation for image derainIEEE Transactions on Cognitive and Developmental Systems, accepted to appear, online published, November 2021. (DOI: 10.1109/TCDS.2021.3131045)

4.                 Zhao, S., Guo, N., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Closed-form two-way TOA localization and synchronization for user devices with motion and clock drift IEEE Signal Processing Letters, accepted to appear, online published, November 2021. (DOI: 10.1109/LSP.2021.3127486)

5.                 Zhang, Y., Xie, Y., Li, X., Zhang, Xiao-Ping, and Zhou, J., “Frequency estimation for zero-padded signal based on the amplitude ratio of two DFT samplesIEEE Trans. on Signal Processing, accepted to appear, online published, November 2021. (DOI: 10.1109/TSP.2021.3130965)

6.                 Su, Z., Zhang, Y., Zhang, Xiao-Ping, and Feng, Q., “Non-local channel aggregation network for single image rain removal,” Neurocomputing, accepted to appear, October 2021.

7.                 Wang, X., Ma, J., Yi, P., Tian, X., Jiang, J., and Zhang, Xiao-Ping, “Learning an epipolar shift compensation for light field image super-resolutionInformation Fusion, vol. 79, pp. 188-199, March 2022. (DOI: 10.1016/j.inffus.2021.10.005) [PDF]

8.                 Xie, N., Miao, Z., Zhang, Xiao-Ping, Xu, W., Li, M., and Wang, J., “Sequential gesture learning for continuous Labanotation generation based on the fusion of graph neural networksIEEE Trans. on Circuits and Systems for Video Technology, accepted to appear, online published, September 2021. (DOI: 10.1109/TCSVT.2021.3109892)

9.                 Zhang, W., Tong, J., Bao, M., Zhang, Xiao-Ping, and Li, X., “Wideband multi-target tracking based on dynamic Bayesian network learning in an acoustic sensor array network IEEE Internet of Things Journal, accepted to appear, online published, August 2021. (DOI: 10.1109/JIOT.2021.3108528)

10.            Wang, X., Zhu, D., Li, G., Zhang, Xiao-Ping, and He, Y., “Proposal-copula-based fusion of spaceborne and airborne SAR images for ship target detectionInformation Fusion, vol. 77, pp. 247-260, January 2022. (DOI: 10.1016/j.inffus.2021.07.019) [PDF]

11.            Wu, B., and Zhang, Xiao-Ping, “Environmental sound classification via time-frequency attention and framewise self-attention based deep neural networks IEEE Internet of Things Journal, accepted to appear, online published, July 2021. (DOI: 10.1109/JIOT.2021.3098464)

12.            Zheng, S., Chen, J., Zhang, Xiao-Ping, and Kuo, Y., “A new multihypothesis–based compressed video sensing reconstruction systemIEEE Trans. on Multimedia, vol. 23, pp. 3577-3589, October 2021. (DOI: 10.1109/TMM.2020.3028479) [PDF]

13.            Han, J., Li, G., and Zhang, Xiao-Ping, “One-bit radar imaging via adaptive binary iterative hard thresholdingIEEE Trans. on Computational Imaging, vol. 7, pp. 1005-1017, September 2021. (DOI: 10.1109/TCI.2021.3113113) [PDF]

14.            Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Optimal two-way TOA localization and synchronization for moving user devices with clock drift IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 7778-7789, August 2021. (DOI: 10.1109/TVT.2021.3092255) [PDF]

15.            Jiang, Z., Li, G., Zhang, Xiao-Ping, and He, Y., “Space-time adaptive processing by employing structure-aware two-level block sparsityIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 6386-6397, June 2021. (DOI: 10.1109/JSTARS.2021.3090069) [PDF]

16.            Li, S., and Zhang, Xiao-Ping, “Dilated arrays: A family of  sparse  arrays with increased uniform degrees of freedom and reduced mutual coupling on a moving platformIEEE Trans. on Signal Processing, vol. 69, pp. 3367–3382, May 2021. (DOI: 10.1109/TSP.2021.3083988) [PDF]

17.            Han, J., Li, G., Wang, K., Duan, M., and Zhang, Xiao-Ping, “1-bit radar imaging based on adversarial samplesIEEE Trans. on Geoscience and Remote Sensing, accepted to appear, online published, 2021. (DOI: 10.1109/TGRS.2021.3073159)

18.            Wang, Y., Hu, M., Yang, C., Li, N., Zhang, J., Li, Q., Zhai, G., Yang, S, Zhang, Xiao-Ping, Yang, X., “Respiratory consultant by your side: affordable and remote intelligent respiratory rate and respiratory pattern monitoring system IEEE Internet of Things Journal, vol. 8, no. 19, pp. 14999-15009, October 2021. (DOI: 10.1109/JIOT.2021.3073049) [PDF]

19.            Li, M., Miao, Z., Zhang, Xiao-Ping, Xu, W., Ma, C., and Xie, N., “Rhythm-aware sequence-to-sequence learning for Labanotation generation with gesture-sensitive graph convolutional encodingIEEE Trans. on Multimedia, accepted to appear, online published, 2021. (DOI: 10.1109/TMM.2021.3066115)

20.            Wu, K., Yang, Y., Liu, Q., and Zhang, Xiao-Ping, “Gaussian-Wiener representation and hierarchical coding scheme for focal stack imagesIEEE Trans. on Circuits and Systems for Video Technology, accepted to appear, online published, 2021. (DOI: 10.1109/TCSVT.2021.3066523)

21.            Jiang, X., Li, G, Zhang, Xiao-Ping, and He, Y., “A semisupervised Siamese network for efficient change detection in heterogeneous remote sensing imagesIEEE Trans. on Geoscience and Remote Sensing, accepted to appear, online published, 2021. (DOI: 10.1109/TGRS.2021.3061686)

22.            Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “A new TOA localization and synchronization system with virtually synchronized periodic asymmetric ranging network IEEE Internet of Things Journal, vol. 8, no. 11, pp. 9030-9044, June 2021. (DOI: 10.1109/JIOT.2021.3055677) [PDF]

23.            Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Optimal localization with sequential pseudorange measurements for moving users in a time division broadcast positioning system IEEE Internet of Things Journal, vol. 8, no. 11, pp. 8883-8896, June 2021. (DOI: 10.1109/JIOT.2021.3055680) [arXiv]

24.            Li, Y., Li, G., Liu, Y., Zhang, Xiao-Ping, and He, Y., “A novel smooth variable structure filter for target tracking under model uncertaintyIEEE Trans. on Intelligent Transportation Systems, accepted to appear, online published, 2021. (DOI: 10.1109/TITS.2021.3058806)

25.            Zhu, D., Li, G., and Zhang, Xiao-Ping, “Source localization based on hybrid coarray for one-dimensional mirrored interferometric aperture synthesisIEEE Trans. on Geoscience and Remote Sensing, accepted to appear, online published, May 2021. (DOI: 10.1109/TGRS.2021.3061447)

26.            Jiang, Z., He, Y., Li, G., and Zhang, Xiao-Ping, “Robust STAP detection based on volume cross-correlation function in heterogeneous environmentsIEEE Geoscience and Remote Sensing Letters, accepted to appear, online published, 2020. (DOI: 10.1109/LGRS.2020.3019580)

27.            Wang, X., Li, G., Zhang, Xiao-Ping, and He, Y., “A fast CFAR algorithm based on density-censoring operation for ship detection in SAR imagesIEEE Signal Processing Letters, vol. 28, pp. 1085-1089, May 2021. (DOI: 10.1109/LSP.2021.3082034) [PDF]

28.            Sharma, G., Zhang, Xiao-Ping, Umapathy, K., and Krishnan, S., “Audio texture and age-wise analysis of disordered speech in children having specific language impairmentBiomedical Signal Processing and Control, vol. 66, pp. 1-8, April 2021. (DOI: 10.1016/j.bspc.2021.102471) [PDF]

29.            Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Semidefinite programming two-way TOA localization for user devices with motion and clock drift IEEE Signal Processing Letters, vol. 28, pp. 578-582, March 2021. (DOI: 10.1109/LSP.2021.3064755) [PDF]

30.            Liu, L., Feng, G., Beautemps, D., and Zhang, Xiao-Ping, “Re-synchronization using the hand preceding model for multi-modal fusion in automatic continuous cued speech recognitionIEEE Trans. on Multimedia, vol. 23, pp. 292-305, February 2021. (DOI: 10.1109/TMM.2020.2976493) [arXiv]

31.            Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “A closed-form localization method utilizing pseudorange measurements from two non-synchronized positioning systemsIEEE Internet of Things Journal, vol. 8, no. 2, pp. 1082-1094, January 2021. (DOI: 10.1109/JIOT.2020.3010479) [PDF]

32.            Li, A., Miao, Z., Cen, Y., Zhang, Xiao-Ping, Zhang, L., and Chen, S., “Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learningPattern Recognition, vol. 108:107355, pp. 1-16, December 2020. (DOI: 10.1016/j.patcog.2020.107355) [PDF]

33.            Zhang, J., Xu, X., Chen, Z., Bao, M., Zhang, Xiao-Ping, and Yang, J., “High-resolution DOA estimation algorithm for a single acoustic vector sensor at low SNRIEEE Trans. on Signal Processing, vol. 68, pp. 6142-6158, September 2020. (DOI: 10.1109/TSP.2020.3021237) [PDF]

34.            Wang, Y., Hu, M., Zhou, Y., Li, Q., Yao, N., Zhai, G., Zhang, Xiao-Ping, Yang, X., “Unobtrusive and automatic classification of multiple people’s abnormal respiratory patterns in real time using deep neural network and depth cameraIEEE Internet of Things Journal, vol. 7, no. 9, pp. 8559-8571, September 2020. (DOI: 10.1109/JIOT.2020.2991456) [PDF] [arXiv version related to COVID-19]

35.            Wang, X., Li, G., Zhang, Xiao-Ping, and He, Y., “Ship detection in SAR Images via local contrast of Fisher vectorsIEEE Trans. on Geoscience and Remote Sensing, vol. 58, no. 9, pp. 6467-6479, September 2020. (DOI: 10.1109/TGRS.2020.2976880) [PDF]

36.            Zhang, Y., Chen, X., Xu, H., Zhang, Xiao-Ping, and Qi, F., “Fast acceleration and velocity estimation for wideband stretching LFM radars based on mutual bias correctionIEEE Sensors Journal, vol. 20, no. 15, pp. 8683-8697, August 2020. (DOI: 10.1109/JSEN.2020.2983839) [PDF]

37.            Xu, H., Ma, J., and Zhang, Xiao-Ping, “MEF-GAN: Multi-exposure image fusion via generative adversarial networksIEEE Trans. on Image Processing, vol. 29, pp. 7203-7216, June 2020. (DOI: 10.1109/TIP.2020.2999855) [PDF]

38.            Han, J., Li, G., and Zhang, Xiao-Ping, “Refocusing of moving targets based on low-bit quantized SAR data via parametric quantized iterative hard thresholdingIEEE Transactions on Aerospace and Electronic Systems, vol. 56, no. 3, pp. 2198-2211, June 2020. (DOI: 10.1109/TAES.2019.2944707) [PDF]

39.            Li, S., and Zhang, Xiao-Ping, “A new approach to construct virtual array with increased degrees of freedom for moving sparse arraysIEEE Signal Processing Letters, vol. 27, pp. 805-809, May 2020. (DOI: 10.1109/LSP.2020.2993956) [PDF]

40.            Li, D., Gao, Z., Zhang, Xiao-Ping, Zhai, G., and Yang, X., “Generative adversarial networks for non-negative matrix factorization in temporal psycho-visual modulationDigital Signal Processing, vol. 100, pp. 1-11, May 2020. (DOI: 10.1016/j.dsp.2020.102681) [PDF]

41.            Jiang, X., He, Y., Li, G, Liu, Y., and Zhang, Xiao-Ping, “Change detection in heterogeneous optical and SAR remote sensing images via deep homogeneous feature fusionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Special Issue on Deep Learning for Remote Sensing Image Scene Classification, vol. 13, pp. 1551-1566, April 2020. (DOI: 10.1109/JSTARS.2020.2983993) [arXiv]

42.            Ma, J., Xu, H., Jiang, J., Mei, X., and Zhang, Xiao-Ping, “DDcGAN: a dual-discriminator conditional generative adversarial network for multi-resolution image fusionIEEE Trans. on Image Processing, vol. 29, pp. 4980-4995, 2020. (DOI: 10.1109/TIP.2020.2977573) [PDF]

43.            Min, X., Zhou, J., Zhai, G., Zhang, Xiao-Ping, Yang, X., and Guan, X., “A multimodal saliency model for videos with high audio-visual correspondenceIEEE Trans. on Image Processing, vol. 29, no. 1, pp. 3805-3819, 2020. (DOI: 10.1109/TIP.2020.2966082) [PDF]

44.            Chen, G., Li, G., Liu, Y., Zhang, Xiao-Ping, and Zhang, L., “SAR image despeckling based on combination of fractional-order total variation and nonlocal low rank regularizationIEEE Trans. on Geoscience and Remote Sensing, vol. 58, no. 3, pp. 2056-2070, March 2020. (DOI: 10.1109/TGRS.2019.2952662) [PDF]

45.            Son, C.-H., and Zhang, Xiao-Ping, “Rain detection and removal via shrinkage-based sparse coding and learned rain dictionaryJournal of Imaging Science and Technology, March 2020. (DOI: 10.2352/J.ImagingSci.Technol.2020.64.3.030501) [Project Page including Rain Image Database & Matlab Code]

46.            Jiang, X., He, Y., Li, G., Liu, Y., and Zhang, Xiao-Ping, “Building damage detection via superpixel-based belief fusion of space-borne SAR and optical imagesIEEE Sensors Journal, vol. 20, no. 4, pp. 2008-2022, February 2020. (DOI: 10.1109/JSEN.2019.2948582) [PDF]

47.            Luo, J.-A., Shao, H.-X., Peng, D.-L., and Zhang, Xiao-Ping, “A novel subspace approach for bearing-only target localizationIEEE Sensors Journal, vol. 19, no. 18, pp. 8174-8182, September 2019. (10.1109/JSEN.2019.2919899) [PDF]

48.            Zhang, Y., Xu, H., Zhang, Xiao-Ping, Liu, H., Deng, Z., and Fu, M., “A wideband/narrowband fusion based motion estimation method for maneuvering targetIEEE Sensors Journal, vol. 19, no. 18, pp. 8095-8106, September 2019. (DOI: 10.1109/JSEN.2019.2916930) [PDF]

49.            Zheng, S., Zhang, Xiao-Ping, Chen, J., and Kuo, Y., “A high-efficiency compressed sensing based terminal-to-cloud video transmission systemIEEE Trans. on Multimedia, vol. 21, no. 8, pp. 1905-20, August 2019. (DOI: 10.1109/TMM.2019.2891415) [PDF]

50.            Li, D., Zhang, Xiao-Ping, Hu, M., Zhai, G., and Yang, X., “Physical password breaking via thermal sequence analysisIEEE Trans. on Information Forensics and Security, vol. 14, no. 5, pp. 1142-1154, May 2019. (DOI: 10.1109/TIFS.2018.2868219) [PDF]

51.            Wu, D., Zheng, S.-J., Zhang, Xiao-Ping, Yuan, C.-A., Cheng, F., Zhao, Y., Lin, Y.-J., Zhao, Z.-Q., Jiang, Y.-L., and Huang, D.-S., “Deep learning-based methods for person re-identification: A comprehensive reviewNeurocomputing, vol. 337, pp. 354-371, April 14, 2019. (DOI: 10.1016/j.neucom.2019.01.079) [PDF]

52.            Wu, D., Zheng, S.-J., Bao, W.-Z., Zhang, Xiao-Ping, Yuan, C.-A., and Huang, D.-S., “A novel deep model with multi-loss and efficient training for person re-identificationNeurocomputing, vol. 324, pp. 69-75, January 2019. (DOI: 10.1016/j.neucom.2018.03.073)

53.            Son, C.-H., and Zhang, Xiao-Ping, “Near-infrared fusion via color regularization for haze and color distortion removalsIEEE Trans. on Circuits and Systems for Video Technology, vol. 18, no. 11, pp. 3111-26, November 2018. (DOI: 10.1109/TCSVT.2017.2748150) [PDF] [Test Images]

54.            Hu, X., Bao, M., Zhang, Xiao-Ping, Wen, S., Li, X., and Hu, Y.-H., “Quantized Kalman filter tracking in directional sensor networksIEEE Trans. on Mobile Computing, vol. 17, no. 4, pp. 871-883, April 2018. (DOI: 10.1109/TMC.2017.2742948) [PDF]

55.            Zhang, Xiao-Ping, “To the Victor Go the Spoils: AI in Financial MarketsIEEE Signal Processing Magazine, vol. 34, no. 6, pp. 171-176, November 2017. (DOI: 10.1109/MSP.2017.2738038)

56.            Gavili, Adnan, and Zhang, Xiao-Ping, “On the shift operator, graph frequency and optimal filtering in graph signal processingIEEE Trans. on Signal Processing, vol. 65, no. 23, pp. 6303-6318, December 2017. (DOI: 10.1109/TSP.2017.2752689) [arXiv]

57.            Ma, C., Miao, Z., Zhang, Xiao-Ping, and Li, M., “A saliency prior context model for real-time object trackingIEEE Trans. on Multimedia, vol. 19, no. 11, pp. 2415-2424, November 2017. (DOI: 10.1109/TMM.2017.2694219) [PDF]

58.            Son, C.-H., and Zhang, Xiao-Ping, “Near-Infrared coloring via a contrast-preserving mapping modelIEEE Trans. on Image Processing, vol. 26, no. 11, pp. 5381-5394, November 2017. (DOI: 10.1109/TIP.2017.2724241) [PDF] [Project Test Images]

59.            Zhang, Y., Zhang, YX, Deng, Z., Zhang, Xiao-Ping, and Liu, H., “Sea surface target detection based on complex ARMA-GARCH processesDigital Signal Processing, vol. 70, pp. 1-13, November 2017. (DOI: 10.1016/j.dsp.2017.07.017) [PDF]

60.            Hanssens, D.M., Wang, F., and Zhang, Xiao-Ping, “Vigilant marketing: catching fleeting opportunities for growth spurtsApplied Marketing Analytics, vol. 3, no. 2, pp. 130-138, August 2017. (Article for executives)

61.            Luo, J.-A., Zhang, Xiao-Ping, and Wang, Z, “A novel aliasing-free subband information fusion approach for wideband sparse spectral estimationEURASIP Journal on Advances in Signal Processing, vol. 2017, no. 61, pp. 1-13, August 2017. (DOI: 10.1186/s13634-017-0494-8) [PDF]

62.            Xu, W., Miao, Z., Zhang, Xiao-Ping, and Tian, Y., “A hierarchical spatio-temporal model for human activity recognitionIEEE Trans. on Multimedia, vol. 19, no. 7, pp. 1494-1509, July 2017. (DOI: 10.1109/TMM.2017.2674622) [PDF]

63.            Zhang, Xiao-Ping, and Wang, F., “Signal Processing for Finance, Economics, and MarketingIEEE Signal Processing Magazine, Feature Article, vol. 34, no. 3, pp. 14-35, May 2017. (DOI: 10.1109/MSP.2017.2663138) (Tutorial Article [PDF].)

64.            Hanssens, D.M., Wang, F., and Zhang, Xiao-Ping, “Performance growth and opportunistic marketing spendingInternational Journal of Research in Marketing, vol. 33, no. 4, pp. 711-724, Dec. 2016. (DOI:10.1016/j.ijresmar.2016.01.008) Finalists for the IJRM 2016 Best Article Award! Included in Hanssens, Dominique M. (2018) Long-Term Impact of Marketing: A Compendium, World Scientific, ISBN: 978-981-3229-79-2.

65.            Luo, J.-A., Zhang, Xiao-Ping, Wang, Z., and Lai, X.-P., “On the accuracy of passive source localization using acoustic sensor array networksIEEE Sensors Journal, vol. 17, no. 6, pp. 1795-1809, March 2017. (DOI: 10.1109/JSEN.2017.2657646) [PDF]

66.            Sun, B., Li, S., Zhang, Xiao-Ping, Sun, J., “Blind bleed-through removal for scanned historical document image with conditional random fieldsIEEE Trans. on Image Processing, vol. 25, no. 12, pp. 5702-5712, Dec. 2016. (DOI: 10.1109/TIP.2016.2614133) [PDF]

67.            Han, J., Zhang, Xiao-Ping, and Wang, F., “Gaussian process regression stochastic volatility model for financial time seriesIEEE Journal of Selected Topics in Signal Processing, Special Issue on Financial Signal Processing and Machine Learning for Electronic Trading, vol. 10, no. 6, pp. 1015-1028, September 2016. (DOI: 10.1109/JSTSP.2016.2570738) [PDF]

68.            Son, C.-H., and Zhang, Xiao-Ping, “Layer-based approach for image pair fusionIEEE Trans. on Image Processing, vol. 25, no. 6, pp. 2866-2881, June 2016. (DOI 10.1109/TIP.2016.2556618) [PDF]

69.            Li, B., Du, J., and Zhang, Xiao-Ping, “Feature extraction using maximum nonparametric margin projectionNeurocomputing, vol. 188, pp. 225–232, May 2016. (DOI: 10.1016/j.neucom.2014.11.105)

70.            Han, Y., Shen, Y., Zhang, Xiao-Ping, Win, M.Z., and Meng, H., “Performance limits and geometric properties of array localizationIEEE Trans. on Information Theory, vol. 62, no. 2, pp. 1054-1075, January 2016. (DOI: 10.1109/TIT.2015.2511778) [PDF]

71.            Li, B., Lei, L., and Zhang, Xiao-Ping, “Constrained discriminant neighborhood embedding for high dimensional data feature extractionNeurocomputing, vol. 173, part 2, pp. 137–144, January 2016. (DOI: 10.1016/j.neucom.2015.01.099)

72.            Fu, X., Liao, Y., Zeng, D., Huang, Y., Zhang, Xiao-Ping, and Ding, X., “A probabilistic method for image enhancement with simultaneous illumination and reflectance estimationIEEE Trans. on Image Processing, vol. 24, no. 12, pp. 4965-4977, December 2015. (DOI: 10.1109/TIP.2015.2474701) [PDF]

73.            Zhang, Xiao-Ping, Khwaja, A.S., Luo, J.-A., Housfater, A. S., and Anpalagan, A., “Multiple imputations particle filters: convergence and performance analyses for nonlinear state estimation with missing dataIEEE Journal of Selected Topics in Signal Processing, Special  Issue  on  Advanced  Signal  Processing  Techniques  for  Radar  Applications, vol. 9, no. 8, pp. 1536-1547, December 2015. (DOI: 10.1109/JSTSP.2015.2465360) [PDF]

74.            Hu, X., Bao, M., Zhang, Xiao-Ping, Guan, L., and Hu, Y.-H., “Generalized iterated Kalman filter and its performance evaluationIEEE Trans. on Signal Processing, vol. 63, no. 12, pp. 3204-3217, June 2015. (DOI: 10.1109/TSP.2015.2423266) [PDF]

75.            Geng, J., Miao, Z., and Zhang, Xiao-Ping, “Efficient heuristic methods for multimodal fusion and concept fusion in video concept detectionIEEE Trans. on Multimedia, vol. 17, no. 4, pp. 498-511, April 2015. (DOI: 10.1109/TMM.2015.2398195) [PDF]

76.            Li, B., Li, J., and Zhang, Xiao-Ping, “Nonparametric discriminant multi-manifold learning for dimensionality reductionNeurocomputing, vol. 152, pp. 121-126, March 2015. (DOI: 10.1016/j.neucom.2014.11.012)

77.            Wang, F., and Zhang, Xiao-Ping, “The role of the Internet in changing industry competitionInformation & Management, vol. 52, no. 1, pp. 71-81, January 2015. (DOI:10.1016/j.im.2014.10.006) [PDF]

78.            Xie, Y., Zhang, Xiao-Ping, Luan, X., Liu, L., and Zhang, X., “A novel specific image scenes detection methodMultimedia Tools and Applications, vol. 74, no. 1, pp 105-122, January 2015. (DOI 10.1007/s11042-013-1496-7)

79.            Li, B., Tian, B.-B., Zhang, X.-L., and Zhang, Xiao-Ping, “Locally linear representation Fisher criterion based tumor gene expressive data classificationComputers in Biology and Medicine, vol. 53, pp. 48-54, October 2014. (DOI: 10.1016/j.compbiomed.2014.07.018)

80.            Huang, Y., Paisley, J., Lin, Q., Ding, X., Fu, X., and Zhang, Xiao-Ping, “Bayesian nonparametric dictionary learning for compressed sensing MRIIEEE Trans. on Image Processing, vol. 23, no. 12, pp. 5007-5019, July 2014. (DOI:10.1109/TIP.2014.2360122) [PDF]

81.            Khwaja, A. S., and Zhang, Xiao-Ping, “Compressed sensing ISAR reconstruction in the presence of rotational accelerationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 7, pp. 2957-2970, July 2014. (DOI: 10.1109/JSTARS.2014.2314216) [PDF]

82.            Khwaja, A. S., and Zhang, Xiao-Ping, “Motion parameter estimation and focusing from SAR images based on sparse reconstructionIEEE Geoscience and Remote Sensing Letters, vol. 11, no. 8, pp. 1350-1354, August 2014.

83.            Shao, H., Zhang, Xiao-Ping, and Wang, Z., “Efficient closed-form algorithms for AOA based self-localization of sensor nodes using auxiliary variablesIEEE Trans. on Signal Processing, vol. 62 , no. 10, pp. 2580-2594, May 2014.

84.            Wan, Y., Miao, Z., Zhang, Xiao-Ping, Tang, Z., and Wang, Z., “Illumination robust video foreground prediction based on color recoveringIEEE Trans. on Multimedia, vol. 16, no. 3, pp. 637 – 652, April 2014.

85.            Zhang, S., Lei, Y., Dong, T., and Zhang, Xiao-Ping, “Label propagation based supervised locality projection analysis for plant leaf classificationPattern Recognition, vol. 46, no. 7, pp. 1891–1897, DOI: 10.1016/j.patcog.2013.01.015, July 2013.

86.            Sarwer, M.G., Wu, Q.M.J., and Zhang, Xiao-Ping, “Enhanced SATD based cost function for mode selection of H.264/AVC intra codingSignal, Image and Video Processing, DOI: 10.1007/s11760-011-0267-z, vol. 7, no. 4, pp. 777-786, July 2013.

87.            Huang, C., and Zhang, Xiao-Ping, “Performances of amplify-and-forward cooperative relay networks with different topologiesWireless Personal Communications, vol. 69, no. 2 pp. 561-577, DOI: 10.1007/s11277-012-0590-x, March 2013.

88.            Wang, X., and Zhang, Xiao-Ping, “An ICA mixture hidden conditional random field model for video event classificationIEEE Trans. on Circuit and Systems for Video Technology, vol. 23, no. 1, pp. 46-59, January 2013.

89.            Wang, Z., Luo, J., and Zhang, Xiao-Ping, “A novel location penalized maximum likelihood estimator for bearing only target localizationIEEE Trans. on Signal Processing, vol. 60, no. 12, pp. 6166 – 6181, December 2012.

90.            Guo, P., Miao, Z., Zhang, Xiao-Ping, Shen, S., and Wang, S., “Coupled observation decomposed hidden Markov model for multi-person activity recognitionIEEE Trans. on Circuit and Systems for Video Technology, vol. 22, no. 9, pp. 1306-1320, September 2012.

91.            Wang, X., and Zhang, Xiao-Ping, “Ice hockey shooting event modeling with mixture hidden Markov modelMultimedia Tools and Applications, Special Issue on Events in Multimedia, vol. 57, no. 1, pp. 131-144, DOI: 10.1007/s11042-010-0722-9, March 2012.

92.            Guo, P., Miao, Z., Zhang, Xiao-Ping, and Wang, Z., “A fast sub-volume search method for human action detection,” IEICE Trans. on Information and Systems, vol. E95-D, no. 1, pp. 285-288, DOI: 10.1587/transinf.E95.D.285, January 2012.

93.            Wang, X. and Zhang, Xiao-Ping, “On optimal look-up table based data hidingIET Signal Processing, vol. 5, no. 2, pp. 171-179, April 2011.

94.            Beheshti, S., Hashemi, M., Zhang, Xiao-Ping, and Nikvand, N., “Noise invalidation denoisingIEEE Trans. on Signal Processing, vol. 58, no. 12, pp. 6007-6016, December 2010.

95.            Yuan, H., and Zhang, Xiao-Ping, “Statistical modeling in the wavelet domain for compact feature extraction and similarity measure of imagesIEEE Trans. on Circuit and Systems for Video Technology, vol. 20, no. 3, pp. 439-445, March 2010.

96.            Wang, S.-L., Li, X., Xia, J.-F., and Zhang, Xiao-Ping, “Weighted neighborhood classifier for the classification of imbalanced tumor datasetJournal of Circuits, Systems, and Computers, vol. 19, no. 1, pp. 259-273, Feb. 2010. (DOI: 10.1142/S0218126610006232) [PDF]

97.            Zhou, J., and Zhang, Xiao-Ping, “An ICA mixture hidden Markov model for video content analysisIEEE Trans. on Circuit and Systems for Video Technology, Special Issue on Event Analysis in Videos, vol. 18, no. 11, pp. 1576-1586, November 2008. (An extended version here includes additional graphs and mathematical details.)

98.            Wang, F., Zhang, Xiao-Ping, and Ouyang, M., “Does advertising contribute to firm value? The capitalization of brand intangiblesJournal of the Academy of Marketing Science, vol. 37, no. 2, pp. 130-143, June 2009.

99.            Wang, F., and Zhang, Xiao-Ping, “Reasons for market evolution and budgeting implicationsJournal of Marketing, vol. 72, no. 5, pp. 15-30, September 2008.

100.        Zhang, Xiao-Ping, Li, K., and Wang, X., “A novel look-up table design method for data hiding with near minimum distortionIEEE Trans. on Circuit and Systems for Video Technology, vol. 18, no. 6, pp. 769-776, June 2008.

101.        Tsui, T., Zhang, Xiao-Ping, and Androutsos, D, “Color image watermarking using multidimensional Fourier transforms IEEE Trans. on Information Forensics and Security, vol. 3, no. 1, pp. 13-28, March 2008.

102.        Wang, Y., and Zhang, Xiao-Ping, “Filter-bank design for multicarrier modulation systems with MPSK based on symbol-error-rate evaluationIEE Proceedings - Communications, vol. 153, no. 6, pp. 919-927, December 2006.

103.        Yuan, H., and Zhang, Xiao-Ping, “Multiscale fragile watermarking based on the Gaussian mixture modelIEEE Trans. on Image Processing, vol. 15, no. 10, pp. 3189-3200, October 2006.

104.        Zhang, Xiao-Ping, and Chen, Z., “An automated video object extraction system based on spatiotemporal independent component analysis and multiscale segmentationEURASIP Journal on Applied Signal Processing, Special Issue on Information Mining from Multimedia Databases, vol. 2006, pp.1-22, 2006.

105.        Ma, L., Zhang, Xiao-Ping, Si, J., Abousleman, G.P., “Bi-directional gradient labelling and registration for gray-scale image segmentationIEEE Trans. on Image Processing, vol. 14, no. 12, pp. 2073-2081, December 2005.

106.        Zhang, Xiao-Ping and Li, K., “Comments on ‘An SVD-Based watermarking scheme for protecting rightful ownership’, ” IEEE Trans. on Multimedia. vol. 7, no. 3, pp.593-594, June 2005.

107.        Zhang, Xiao-Ping, “Thresholding neural network for adaptive noise reductionIEEE Trans. on Neural Networks, vol. 12, no. 3, pp. 567-584, May 2001.

108.        Zhang, Xiao-Ping, et al., "Segmentation of bright targets using wavelets and adaptive thresholding," IEEE Trans. on Image Processing, vol. 10, no. 7, pp. 1020-1030, July 2001.

109.        Zhang, Xiao-Ping, Desai, M. and Peng, Y.-N., "Orthogonal complex filter banks and wavelets: some properties and design," IEEE Trans. on Signal Processing, vol. 47, no. 4, pp. 1039-1048, April 1999.

110.        Zhang, Xiao-Ping, et al., "Adaptive denoising based on SURE risk," IEEE Signal Processing Letters, vol. 5, no. 10, pp. 265-267, Oct. 1998.

111.        Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "From the wavelet series to the discrete wavelet transform -- the initialization," IEEE Trans. on Signal Processing, vol. 44, no. 1, pp. 129-133, Jan. 1996.

112.        Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "Matched filters in time-scale domain and its application in signal detection," ACTA ELECTRONICA SINICA, vol. 24, no. 6, pp. 87-91, June 1996.

113.        Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "From time-frequency distribution to continuous wavelet transform," Journal of Electronics, vol. 16, no. 6, pp. 631-640, Nov. 1994.

 

 

·      Selected Refereed Conference Papers:

 

1.                 Zhao, S., Abou-Zeid, H., Atawia, R., Manjunath, Y., Bin Sediq, A., and Zhang, Xiao-Ping, “Virtual reality gaming on the cloud: a reality check,” accepted, 2021 IEEE Global Communications Conference (GLOBECOM2021), Madrid, Spain, December 7-11, 2021.

2.                 Yue, J., Lu, Q., Min, X., Zhu, D., Zhang, Xiao-Ping, and Zhai, G., “Inter-observer visual congruency in video-viewing,” accepted, 2021 Visual Communications and Image Processing (VCIP2021), Munich, Germany, December 5-8, 2021.

3.                 Wang, X., Zhu, D., Li, G., and Zhang, Xiao-Ping, “A new image fusion method for ship target enhancement in spaceborne and airborne SAR collaborationin Proc. of 24th International Conference on Information Fusion (FUSION2021), Sun City, South Africa, November 1- 4, 2021.

4.                 Chen, X., Liu, X., Liu, W., Zhang, Y., Zhang, Xiao-Ping, and Mei, T., “Explainable person re-identification with attribute-guided metric distillationin Proc. of IEEE International Conference on Computer Vision 2021 (ICCV2021), October 11-17, 2021. (25.9% acceptance rate)

5.                 Gao, Y., Min, X., Zhu, W., Zhang, Xiao-Ping, and Zhai, G., “Modeling image quality score distribution using alpha stable model,” in Proc. of ICIP2021 (2021 IEEE International Conf. on Image Processing), pp. 1574-1578, Anchorage, USA, September 19-22, 2021.

6.                 Deng, S., Feng, Y., Xie, H., Chen, Y., Li, J., Zhang, Xiao-Ping, Wei, M., and Jing, Q., “Direction-aware feature-level frequency decomposition for single image deraining,” in Proc. of the 30th International Joint Conference on Artificial Intelligence (IJCAI2021),  Montreal, Canada, August 21-26, 2021. (13.9% acceptance rate)

7.                 Zhu, D., Wang, X., Li, G., and Zhang, Xiao-Ping, “Fusion of spaceborne and airborne SAR images using saliency and fuzzy logic for vessel detection,” in Proc. of 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2021), Brussels, Belgium, July 12-14, 2021.

8.                 Qiu, Z., Yao, T., Ngo, C.-W., Zhang, Xiao-Ping, Wu, D., and Mei, T., “Boosting video representation learning with multi-faceted integration,” in Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR),  June 19-25, 2021.

9.                 Manjunath, Y., Zhao, S., and Zhang, Xiao-Ping, “Time-distributed feature learning in network traffic classification for Internet of things,” in Proc. of 2021 IEEE World Forum on Internet of Things (WF-IoT2021),  New Orleans, USA, June 20-24, 2021.

10.            Yao, C., Tang, J., Hu, M., Wu, Y., Guo, W., Li, Q., and Zhang, Xiao-Ping, “Claw U-Net: a UNet-based network with deep feature concatenation for scleral blood vessel segmentation,” in Proc. 2021 CAAI International Conference on Artificial Intelligence (CICAI 2021), Hangzhou, China, June 5-6, 2021. (Best Poster Finalist Award)

11.            Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Optimal TOA localization for moving sensor in asymmetric network,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

12.            Wang, Y., Yang, C., Hu, M., Zhang, J., Li, Q., Zhai, G., and Zhang, Xiao-Ping, “Identification of deep breath while moving forward based on multiple body regions and graph signal analysis,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

13.            Li, M., Miao, Z., Zhang, Xiao-Ping, and Xu, W., “An attention-seq2seq model based on CRNN encoding for automatic labanotation generation from motion capture data,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

14.            Zhu, W., Zhai, G., Min, X., Yang, X., and Zhang, Xiao-Ping, “Perceptual quality assessment for recognizing true and pseudo 4k content,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

15.            Zheng, J., Liu, X., Yan, C., Zhang, J., Liu, W., Zhang, Xiao-Ping, and Mei, T., “TraND: transferable neighborhood discovery for unsupervised cross-domain gait recognition,” in Proc. of 2021 IEEE International Symposium on Circuits and Systems (ISCAS2021), Daegu, Korea, May 22-28, 2021.

16.            Hua, T., Zheng, H., Bai, Y., Zhang, W., Zhang, Xiao-Ping, and Mei, T., “Exploiting relationship for complex-scene image generationin Proc. of 35th AAAI Conference on Artificial Intelligence (AAAI-21), Feb. 2-9, 2021.

17.            Lu, Q., Zhai, G., Zhu, W., Zhu, Y., Min, X., Zhang, Xiao-Ping, and Yang, H., “Automatic region selection for objective sharpness assessment of mobile device photosin Proc. of ICIP2020 (2020 IEEE International Conf. on Image Processing), Abu Dhabi, UAE, October 25-28, 2020.

18.            Song, K., Liu, N., Gao, Z., Zhang, J., Zhai, G., and Zhang, Xiao-Ping, “Deep restoration of invisible QR code from TPVM display,” in Proc. 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), London, UK, July 6-10, 2020.

19.            Li, S., and  Zhang, Xiao-Ping, “A novel moving sparse array geometry with increased degrees of freedom,” in Proc. of  ICASSP2020 (2020 IEEE International Conference on Acoustics, Speech and Signal Processing), Barcelona, Spain, May 4-8, 2020.

20.            Zheng, S.,  Zhang, Xiao-Ping, Chen, J., and Kuo, Y., “A new multihypothesis prediction scheme for compressed video sensing reconstruction,” in Proc. of  ICASSP2020 (2020 IEEE International Conference on Acoustics, Speech and Signal Processing), Barcelona, Spain, May 4-8, 2020.

21.            Zhu, D., Li, G., and Zhang, Xiao-Ping, “Mirrored arrays for direction-of-arrival estimation,” in Proc. of  ICASSP2020 (2020 IEEE International Conference on Acoustics, Speech and Signal Processing), Barcelona, Spain, May 4-8, 2020.

22.            Wang, X., Li, G., and Zhang, Xiao-Ping, “Contrast of contextual Fisher vectors for ship detection in SAR images,” in Proc. of  2020 IEEE International Radar Conference, Washington DC, USA, April 27 - 30, 2020.

23.            Chen, G., Zhou, Q., Li, G., Zhang, Xiao-Ping, Qu, C., “Tensor based analysis dictionary learning for color video denoising,” in Proc. of 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Chongqing, China, December 11-13, 2019.

24.            Zhai, G. and Zhang, Xiao-Ping,  “Probabilistic image quality assessment: an economics point of view2019 IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Taipei, Taiwan, December 3-6, 2019. (DOI: 10.1109/ISPACS48206.2019.8986227)

25.            Fan, Q., Han, Y., and Zhang, Xiao-Ping, “A study of cross sectional stock returns using high-dimensional SUR model and many firm level characteristics,” in Proc. of 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP2019), Ottawa, Canada, November 11–14, 2019.

26.            Fan, Q., Hu, F., and Zhang, Xiao-Ping, “Double-selection based high-dimensional factor model with application in asset pricing,” in Proc. of 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP2019), Ottawa, Canada, November 11–14, 2019.

27.            Li, J., Zhang, Xiao-Ping, and Tran, T., “Point cloud denoising based on tensor Tucker decomposition,” in Proc. of ICIP2019 (2019 IEEE International Conf. on Image Processing), Taipei, Taiwan, September 22-25.

28.            Liu, L., Li, J., Feng, G., and Zhang, Xiao-Ping, “Automatic detection of the temporal segmentation of hand movements in British English Cued Speech,” in Proc. of INTERSPEECH2019 (20th Annual Conference of the International Speech Communication Association), Graz, Austria, September 15-19, 2019.

29.            Liu, L., Feng, G., Beautemps, D., and Zhang, Xiao-Ping, “A novel resynchronization procedure for hand-lips fusion applied to continuous French cued speech recognition,” in Proc. of Eusipco2019 (27th European Signal Processing Conference), Coruρa, Spain, September 2-6, 2019.

30.            Jiang, X., Li, G., Liu, Y., Zhang, Xiao-Ping, He, Y., “Homogeneous transformation based on deep-level features in heterogeneous remote sensing images,” in Proc. of 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2019), Yokohama, Japan, July 28-August 2, 2019.

31.            Zhang, J., Jia, J., Zhu, Z., Min, X., Zhai, G., and Zhang, Xiao-Ping, “Fine detection and classification of multi-class barcode in complex environments,” in Proc. of ICME (2019 IEEE International Conference on Multimedia and Expo), 6th IEEE International Workshop on Mobile Multimedia Computing (MMC), Shanghai, China, July 8-12, 2019. (Best paper award!)

32.            Zheng, S., Zhang, Xiao-Ping, Chen, J., and Kuo, Y., “A new compressed sensing based terminal-to-cloud video transmission system,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS2019), Sapporo, Hokkaido, Japan, May 26-29, 2019.

33.            Han, J., Li, G., and Zhang, Xiao-Ping, “Parametric quantized iterative hard thresholding for SAR moving target refocusing based on low-bit-rate quantized data,” in Proc. of 2019 IEEE Radar Conference (RadarConf2019), Boston, USA, April 22-26, 2019.

34.            Jiang, Z., Li, G., Wang, X., Zhang, Xiao-Ping, He, Y., “STAP based on two-level block sparsity,” in Proc. of 2019 IEEE Radar Conference (RadarConf2019), Boston, USA, April 22-26, 2019.

35.            Li, D., Zhang, Xiao-Ping, Zhai, G., Yang, X., and Zhu, W., “Modeling thermal sequence signal decreasing for dual modal password breaking,” in Proc. of ICIP2018 (2018 IEEE International Conf. on Image Processing), Athens, Greece, October 7-10, 2018. [PDF]

36.            Lin, N., Sun, H., and Zhang, Xiao-Ping, “Overlapping animal sound classification using sparse representation,” in Proc. of ICASSP2018, Calgary, Canada, April 15-20, 2018. [PDF]

37.            Ma, C., Miao, Z., Zhang, Xiao-Ping, and M. Li, “Motion vector based data association for on-line multi-object tracking,” in Proc. of 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR), pp. 132-137, Nanjing, China, November 26-29, 2017. (Doi: 10.1109/ACPR.2017.54)

38.            Mohammadi, A., Zhang, Xiao-Ping, and Plataniotis, K.N., “Interactive Gaussian-sum filtering for estimating systematic risk in financial econometrics,” in Proc. of 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP2017), Montreal, Canada, November 14–16, 2017. [PDF]

39.            Fan, Q., Lei, W., and Zhang, Xiao-Ping, “The impact of sports sentiment on stock returns: a case study from professional sports leagues,” in Proc. of 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP2017), Montreal, Canada, November 14–16, 2017. [PDF]

40.            Son, C.-H., and Zhang, Xiao-Ping, “Multimodal fusion via a series of transfers for noise removal,” in Proc. of ICIP2017, Beijing, China, September 17-20, 2017. [PDF]

41.            Chen, G., Li, G., Liu, Y., Zhang, Xiao-Ping, and Zhang, L., “SAR image despeckling by combination of fractional-order total variation and nonlocal low rank regularization,” in Proc. of ICIP2017, Beijing, China, September 17-20, 2017. [PDF]

42.            Xu, W., Miao, Z., Zhang, Xiao-Ping, Tian, Y., “Learning a hierarchical spatio-temporal model for human activity recognitionin Proc. of ICASSP2017, New Orleans, USA, March 5-9, 2017.

43.            Ma, C., Miao, Z., and Zhang, Xiao-Ping, “Saliency prior context model for visual tracking,” in Proc. of ICIP2016 (2016 IEEE International Conf. on Image Processing), Phoenix, Arizona, USA, September 25 - 28, 2016.

44.            Wang, Q., Fu, X., Zhang, Xiao-Ping, and Ding, X., “A fusion-based method for single backlit image enhancement,” in Proc. of ICIP2016, Phoenix, Arizona, USA, September 25 - 28, 2016.

45.            Liu, Q.-Y., Zhu, L., Huang, D.-S., Wang, G., Zhang, Xiao-Ping, Shang, L., Huang, Z.-K., “Visual data completion via local sensitive low rank tensor learning,” in Proc. IJCNN 2016 (2016 International Joint Conference on Neural Networks), Vancouver, Canada, July 24-29, 2016.

46.          Son, C.-H., and Zhang, Xiao-Ping, “Rain removal via shrinkage of sparse codes and learned rain dictionary,” in Proc. of ICME (2016 IEEE International Conference on Multimedia and Expo),  Workshop on Sparsity and Compressive Sensing in Multimedia (MM-SPARSE), Seattle, USA, July 11-16, 2016. [Project Page including Rain Image Database & Matlab Code]

47.          Fu, X., Zeng, D., Huang, Y., Zhang, Xiao-Ping, and Ding, X., “A weighted variational model for simultaneous reflectance and illumination estimation,” in Proc. of CVPR2016, Las Vegas, Nevada, USA, June 26 - July 1, 2016.

48.            Little, T., Zhang, Xiao-Ping, and Wang, F., “State switching in US equity index returns based on SETAR model with Kalman filter tracking,” in Proc. of 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP2015), Orlando, Florida, USA, December 14-16, 2015.

49.            Han, J., and Zhang, Xiao-Ping, “Financial time series volatility analysis using Gaussian process state-space models,” in Proc. GlobalSIP2015, Orlando, Florida, USA, December 14-16, 2015.

50.            Son, C.-H., Zhang, Xiao-Ping, and Lee, K., “Near-infrared coloring via a contrast-preserving mapping model,” in Proc. of GlobalSIP2015, Orlando, Florida, USA, December 14-16, 2015.

51.            Sun, L., Chen, J., Zhang, Xiao-Ping, Ding, X., “Patch-based nonlocal dynamic MRI reconstruction with low-rank prior,” in Proc. 2015 IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China, October 19-21, 2015.

52.            Xu, W., Miao, Z., and Zhang, Xiao-Ping, “Structured feature-graph model for human activity recognition,” in Proc. of ICIP2015 (2015 IEEE International Conf. on Image Processing), Quebec City, Canada, September 27-30, 2015.

53.            Santarcangelo, J., and Zhang, Xiao-Ping, “Dynamic time-alignment k-means kernel clustering for time sequence clustering,” in Proc. of ICIP2015 (2015 IEEE International Conf. on Image Processing), Quebec City, Canada, September 27-30, 2015.

54.            Santarcangelo, J., and Zhang, Xiao-Ping, “Kernel-based mixture of experts models for linear regressionIEEE International Symposium on Circuits and Systems (ISCAS2015), Lisbon, Portugal, May 24-27, 2015.

55.            Nematollahi, M., and Zhang, Xiao-Ping, “Generalized Gaussian mixture conditional random field model for image labeling,” in Proc. of 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP2014), Atlanta, Georgia, USA, December 3-5, 2014.

56.            Santarcangelo, J. and Zhang, Xiao-Ping, “Arousal content representation of sports videos using dynamic prediction hidden Markov models,” in Proc. of 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP2014), Atlanta, Georgia, USA, December 3-5, 2014.

57.            Santarcangelo, J. and Zhang, Xiao-Ping, “Positive developmental video classification For children,” in Proc. of 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP2014), Atlanta, Georgia, USA, December 3-5, 2014.

58.            Nematollahi, M., and Zhang, Xiao-Ping, “Automatic video intro and outro detection on internet television,” in Proc. 1st International Workshop on Internet-Scale Multimedia Management (WISMM'14) in conjunction with ACM Multimedia 2014, Orlando, Florida, USA, Nov. 3-7, 2014.

59.            Nematollahi, M., and Zhang, Xiao-Ping, “A new robust context-based dense CRF model for image labeling,” in Proc. of ICIP2014 (2014 IEEE International Conf. on Image Processing), Paris, France, Oct. 27-30, 2014.

60.            Fu, X., Zhuang, P., Huang, Y., Liao, Y., Zhang, Xiao-Ping, Ding, X., “A retinex-based enhancing approach for single underwater image,” in Proc. of ICIP2014 (2014 IEEE International Conf. on Image Processing), Paris, France, Oct. 27-30, 2014, 2014.

61.            Fu, X., Huang, Y., Zeng, D., Zhang, Xiao-Ping, Ding, X., “A fusion-based enhancing approach for single sandstorm image,” in Proc. 2014 IEEE International Workshop on Multimedia Signal Processing (MMSP2014), Jakarta, Indonesia, September 22-24, 2014.

62.            Santarcangelo, J. and Zhang, Xiao-Ping, “Classifying harmful children’s content using affective analysis,” in Proc. 2014 IEEE International Workshop on Multimedia Signal Processing (MMSP2014), Jakarta, Indonesia, September 22-24, 2014.

63.            Huang, C., Wang, F., and Zhang, Xiao-Ping, “Deciphering the brand value structure: new measures and business insights,” The Academy of Marketing Science 17th Biennial World Marketing Congress, ESAN, Lima, Peru, August 5-8, 2014.

64.            Zhu, H., Shen, Z., Shang, L., and Zhang, Xiao-Ping, “Parallel Image Texture Feature Extraction under Hadoop Cloud Platform,” in Proc. 2014 International Conference on Intelligent Computing (ICIC2014), Taiyuan, China, August 3-6, 2014.

65.            Santarcangelo, J. and Zhang, Xiao-Ping, “Automatic age recommendation system for children’s video content,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS2014), Melbourne, Australia, June 1-5, 2014.

66.            Zhang, Xiao-Ping, Khwaja, A.S., Luo, J.-A., Housfater, A. S. and Anpalagan, A., “Convergence analysis of multiple imputations particle filters for dealing with missing data in nonlinear problems,” in Proc. of ISCAS2014, Melbourne, Australia, June 1-5, 2014.

67.            Wang, F., Menon, K., Ranaweera, C., and Zhang, Xiao-Ping, “Online Product Ratings: Dynamic Trends and Diagnosticity Assessment Explanations,” The 2014 Academy of Marketing Science Annual Conference, Indianapolis, USA, May 21-23, 2014.

68.            Shao, H., Zhang, Xiao-Ping, and Wang, Z., “Novel Closed-form Auxiliary Variables Based Algorithms for Sensor Node Localization Using AOA,” in Proc. of ICASSP2014, Florence, Italy, May 4-9, 2014.

69.            Fu, X., Sun, Y., LiWang, M., Huang, Y., Zhang, Xiao-Ping, and Ding, X., “A novel retinex based approach for image enhancement with illumination adjustment,” in Proc. of ICASSP2014, Florence, Italy, May 4-9, 2014.

70.            Rajbhandary, T., Zhang, Xiao-Ping, and Wang, F., “Piecewise constant modeling and Kalman filter tracking of systematic market risk,” in Proc. of 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP2013), Austin, Texas, USA, December 3-5, 2013.

71.            Luan, V., Zhang, Xiao-Ping, and Wang, F., “Multifactor systematic risk analysis based on piecewise mean reverting model,” in Proc. of GlobalSIP2013, Austin, Texas, USA, December 3-5, 2013.

72.            Fu, X., Zeng, D., Huang, Y., Ding, X., and Zhang, Xiao-Ping, “A variational framework for single low light image enhancement using bright channel prior,” in Proc. of GlobalSIP2013, Austin, Texas, USA, December 3-5, 2013.

73.            Khwaja, A. and Zhang, Xiao-Ping, “Sensitivity analysis of compressed sensing ISAR imaging to rotational acceleration rate mismatch,” in Proc. of ICIP2013, Melbourne, Australia, September 15-18, 2013.

74.            Xie, J., Huang, Y., Paisley, J., Ding, X., and Zhang, Xiao-Ping, “Pan-sharpening based on nonparametric Bayesian adaptive dictionary learning,” in Proc. of ICIP2013, Melbourne, Australia, September 15-18, 2013.

75.            Ding, X., Paisley, J., Huang, Y., Chen, X., Huang, F., and Zhang, Xiao-Ping, “Compressed sensing MRI with Bayesian dictionary learning,” in Proc. of ICIP2013, Melbourne, Australia, September 15-18, 2013. (Best paper candidate)

76.            Luo, J., Zhang, Xiao-Ping, and Wang, Z., “A new subband information fusion method for wideband DOA estimation using sparse signal representation,” in Proc. of ICASSP2013, Vancouver, Canada, May 26-31, 2013.

77.            Luo, J., Zhang, Xiao-Ping, and Wang, Z., “A new passive source localization method using AOA-GROA-TDOA in wireless sensor array networks and its Cramιr-Rao bound analysis,” in Proc. of ICASSP2013, Vancouver, Canada, May 26-31, 2013.

78.            Khwaja, A. and Zhang, Xiao-Ping, “Compressed sensing SAR moving target imaging in presence of basis mismatch,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS 2013), Beijing, China, May 19-23, 2013.

79.            Khwaja, A. and Zhang, Xiao-Ping, “Compressed sensing based image formation of SAR/ISAR data in presence of basis mismatch,” in Proc. of ICIP2012, Orlando, Florida, USA, September 30 - October 3, 2012.

80.            Zhang, S., Zhang, Xiao-Ping, and Zhang, C., “Bimodule discriminant projection analysis for gait recognition,” in Proc. 2012 IEEE International Workshop on Multimedia Signal Processing (MMSP'12), Banff, Canada, September 17-19, 2012.

81.            Santarcangelo, J., and Zhang, Xiao-Ping, “A textural based hidden Markov model for animation genre discrimination,” in Proc. IEEE International Conference on Multimedia and Expo. (ICME) 2012 - International Workshop on Advances in Large-Scale Multimedia Data Collection, Mining and Retrieval, Melbourne, Australia, July 9-13, 2012.

82.            Khwaja, A. and Zhang, Xiao-Ping, “Reconstruction of compressively sensed complex-valued terahertz data,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 20-23, 2012.

83.            Luo, J., Zhang, Xiao-Ping, and Wang, Z., “Direction-of-arrival estimation using sparse variable projection optimization,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 20-23, 2012.

84.            Jiang, J., and Zhang, Xiao-Ping, “Trends and opportunities in consumer video content navigation and analysis,” invited position paper, in Proc. Int. Conf. on Computing, Networking and Commu. (ICNC 2012), Maui, Hawaii, USA. January 30 - February 2, 2012.

85.            Jiang, J., and Zhang, Xiao-Ping, “A smart video player with content-based fast-forward playback,” in Proc. ACM Multimedia 2011(MM'11), Scottsdale, Arizona, USA, Nov. 28 – Dec. 1, 2011.

86.            Sarwer, M.G., Wu, Q.M.J., and Zhang, Xiao-Ping, “A Novel Rate-Distortion Optimization Method of H.264/AVC Intra Coder,” in Proc. of ICIP2011, Brussels, Belgium, September 11-14, 2011.

87.            Jiang, J., Zhang, Xiao-Ping, and Loui, A. C., “A content-based video fast-forward playback method using video time density function and rate distortion theory,” in Proc. of ICME2011, Barcelona, Spain, July 11-15, 2011.

88.            Jiang, J., and Zhang, Xiao-Ping, “A novel vector quantization-based video summarization method using independent component analysis mixture model,” in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.

89.            Jiang, J., and Zhang, Xiao-Ping, “Video thumbnail extraction using video time density function and independent component analysis mixture model,” in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.

90.            Jiang, J., Zhang, Xiao-Ping, and Loui, A. C., “A new video similarity measure model based on video time density function and dynamic programming,” in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.

91.            Jiang, J., and Zhang, Xiao-Ping, “A content-based rapid video playback method using motion-based video time density function and temporal quantization,” in Proc. the 1st ACM International Workshop on Social, Adaptive and Personalized Multimedia Interaction and Access on Events in Multimedia (SAPMIA'10) in conjunction with ACM Multimedia 2010, Florence, Italy, Oct. 25-29, 2010.

92.            Jiang, J., and Zhang, Xiao-Ping, “A novel video thumbnail method using spatiotemporal quantization,” in Proc. the 3rd International Workshop on Automated Information Extraction in Media Production (AIEMPro10) in conjunction with ACM Multimedia 2010, Florence, Italy, Oct. 25-29, 2010.

93.            Jiang, J., and Zhang, Xiao-Ping, “Gaussian mixture vector quantization-based video summarization using independent component analysis,” in Proc. 2010 IEEE International Workshop on Multimedia Signal Processing (MMSP'10), Saint-Malo, France, October 4-6, 2010.

94.            Jiang, J., and Zhang, Xiao-Ping, “A new hierarchical key frame tree-based video representation method using independent component analysis,” in Proc. 2010 International Conference on Intelligent Computing (ICIC2010), Changsha, Hunan, China, August 18-21, 2010.

95.            Jiang, J., and Zhang, Xiao-Ping, “A new player-enabled rapid video navigation method using temporal quantization and repeated weighted boosting search,” in Proc. CVPR  2010 Workshop on Perceptual Organization in Computer Vision (POCV), San Francisco, California, June 13-18, 2010.

96.            Wang, X., and Zhang, Xiao-Ping, “A new Laplacian mixture conditional random field model for image labeling,” in Proc. of ICASSP2010, Dallas, TX, USA, March 14 – 19, 2010.

97.            Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y., “A new generalized Gaussian mixture conditional random field model for indoor image labeling,” in Proc. the 1st ACM International Workshop on Interactive Multimedia for Consumer Electronics (IMCE09) in conjunction with ACM Multimedia 2009, October 19-24, 2009, Beijing, China.

98.            Wang, X., and Zhang, Xiao-Ping, “Ice hockey shot event modeling with mixture hidden Markov model,” in Proc. the 1st ACM International Workshop on Events in Multimedia (EiMM09) in conjunction with ACM Multimedia 2009, October 19-24, 2009, Beijing, China.

99.            Wang, X., and Zhang, Xiao-Ping, “ICA mixture hidden conditional random field model for sports event classification,” in Proc. IEEE International Conference on Computer Vision 2009 (ICCV’09) Workshop on Video-Oriented Object and Event Classification (VOEC'09), September 27- October 4, 2009, Kyoto, Japan.

100.        Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y., “A novel image labeling method based on content-based image retrieval and conditional random field model,” in Proc. of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA 2009), September 16-18, 2009, Salzburg, Austria.

101.        Wang, X., and Zhang, Xiao-Ping, “A new localized superpixel Markov random field for image segmentation,” in Proc. ICME2009, New York, June 28-July 3, 2009.

102.        Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y. “A new room decoration assistance system based on 3D reconstruction and integrated service,” invited paper, in Proc. of ACM Int. Conf. on Image and Video Retrieval (CIVR2008), Niagara Falls, Canada, July 7-9, 2008.

103.        Wang, X., and Zhang, Xiao-Ping, “A new implementation of trellis coded quantization based data hiding,” in Proc. of ICASSP2008, Las Vegas, March 30 - April 4, 2008.

104.        Housfater, A. S., Zhang, Xiao-Ping, and Zhou, Y., “Monte Carlo initialization for multi-sensor bearing only tracking,” in Proc. 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMPSAP 2007), pp.149–152, St. Thomas, U.S. Virgin Islands, December 12-14, 2007.

105.        Zhang, R., Zhang, Xiao-Ping, and Guan, L., “Wavelet-based texture retrieval using independent component analysis,” in Proc. of ICIP2007, San Antonio, Texas, September 16-19, 2007.

106.        Zhang, R., Zhang, Xiao-Ping, and Liu, K., “Joint iterative demodulation and decoding of differential frequency hopping signals,” in Proc. of ICASSP2007, Honolulu, USA, April 15-20, 2007.

107.        Wang, X., and Zhang, Xiao-Ping, “Generalized trellis coded quantization for data hiding,” in Proc. of ICASSP2007, Honolulu, USA, April 15-20, 2007.

108.        Tsui, T.K., Zhang, Xiao-Ping, and Androutsos, D., “Color image watermarking using quaternion Fourier coefficients analysis,” in Proc. of ACM Multimedia 2006, Santa Barbara, CA, USA, Oct. 23-27, 2006.

109.        Zhou, J., and Zhang, Xiao-Ping, “Video event detection using ICA mixture hidden Markov models,” in Proc. of  ICIP2006, Atlanta, GA, USA, October 8-11, 2006.

110.        Wang, X., and Zhang, Xiao-Ping, “Minimum distortion look-up table based data hiding,” in Proc. ICME2006, Toronto, Canada, July 9-12, 2006.

111.        Yuan, H., and Zhang, Xiao-Ping, “A secret key based multiscale fragile watermark in the wavelet domain,” in Proc. ICME2006, Toronto, Canada, July 9-12, 2006.

112.        Zhou, J., and Zhang, Xiao-Ping, “Hidden Markov model framework using independent component analysis mixture model,” in Proc. of  ICASSP2006, Toulouse, France, May 14-19, 2006.

113.        Tsui, T.K., Zhang, Xiao-Ping, and Androutsos, D., “Color image watermarking using the spatio-chromatic Fourier transform,” in Proc. of  ICASSP2006, Toulouse, France, May 14-19, 2006.

114.        Housfater, A. S., Zhang, Xiao-Ping, and Zhou, Y, “Nonlinear fusion of multiple sensors with missing data,”in Proc. of  ICASSP2006, Toulouse, France, May 14-19, 2006.

115.        Zhou, J., and Zhang, Xiao-Ping, “Automatic identification of digital video based on shot-level sequence matching,” in Proc. the 13th Annual ACM International Conference on Multimedia (MM 2005), Singapore, November 6-12, 2005.

116.        Zhou, J., and Zhang, Xiao-Ping, “Video object segmentation and tracking using probabilistic fuzzy c-means,” in Proc. 2005 IEEE International Workshop on Machine Learning for Signal Processing, Mystic, Connecticut, USA, September 28 - 30, 2005.

117.        Li, K., and Zhang, Xiao-Ping, “A new LUT watermarking scheme with near minimum distortion based on the statistical modeling in the wavelet domain,” in Proc. International Conference on Intelligent Computing (ICIC) 2005, Lecture Notes on Computer Science (LNCS 3645), Hefei, China, August 23-26, 2005.

118.        Zhou, J., and Zhang, Xiao-Ping, “Video shot boundary detection using independent component analysis,” in Proc. of ICASSP2005, Philadelphia, PA, USA, March 18-23, 2005.

119.        Lu, Z., and Zhang, Xiao-Ping, “Robust image watermarking based on the wavelet contour detection,” in Proc. of ICASSP2005, Philadelphia, PA, USA, March 18-23, 2005.

120.        Wang, Y., and Zhang, Xiao-Ping, “Symbol error rate evaluation for OFDM systems with MPSK modulation,” in Proc. of the 47th annual IEEE Global Telecommunications Conference (Globecom2004), Dallas, TX, USA, Nov. 29 – Dec. 3, 2004.

121.        Zhou, J., and Zhang, Xiao-Ping, “A web-enabled video indexing system,” in Proc. of 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (in conjunction with ACM Multimedia Conference), New York, USA, October 15–16,  2004.

122.        Yuan, H., Wang, F. and Zhang, Xiao-Ping, “Query by images: an electronic apparel catalog retrieval system,” in Proc. of the 8th IASTED International Conference on Internet & Multimedia Systems & Applications, Kauai, Hawaii, USA, August 16-18, 2004.

123.        Yuan, H., and Zhang, Xiao-Ping, “Texture image retrieval based on a Gaussian mixture model and similarity measure using a Kullback divergence,” in Proc. of 2004 IEEE International Conference on Multimedia and Expo (ICME’2004), Taipei, Taiwan.

124.        Yuan, H., and Zhang, Xiao-Ping, “A multiscale fragile watermark based on the Gaussian mixture model in the wavelet domain,” in Proc. of ICASSP2004, Montreal, Quebec, Canada, May 17-21, 2004.

125.        Li, K., and Zhang, Xiao-Ping, “Reliable adaptive watermarking scheme integrated with JPEG2000,” in Proc. of 3rd International Symposium on Image and Signal Processing and Analysis (ISPA 2003), Rome, Italy, September 18-20, 2003.

126.        Ma, L., Zhang, Xiao-Ping, Si, J., Abousleman, G.P., “Bi-directional gradient labeling and registration for gray-scale image segmentation,” in Proc. of  ICIP2003, Barcelona, Spain, September 14-17, 2003.

127.        Yuan, H., and Zhang, Xiao-Ping, “Fragile watermark based on the Gaussian mixture model in wavelet domain for image authentication,” in Proc. of ICIP2003, Barcelona, Spain, September 14-17, 2003.

128.        Li, K. and Zhang, Xiao-Ping, “Blind image watermark detection based on adaptive wiener denoising filtering,” in Proc. of the 9th IASTED International Conference on Signal and Image Processing, Honolulu, Hawaii, USA, August 13-15, 2003.

129.        Chen, Z. and Zhang, Xiao-Ping, “Object extraction in video sequences based on the spatiotemporal independent component analysis,” in Proc. of Visual Communications and Image Processing 2003 (VCIP2003), Lugano, Switzerland, 8-11 July, 2003.

130.        Yuan, H., Zhang, Xiao-Ping, and Guan, L., “Content-based image retrieval using a Gaussian mixture model in the wavelet domain,” in Proc. of VCIP2003, Lugano, Switzerland, 8-11 July, 2003.

131.        Yuan, H., Zhang, Xiao-Ping, and Guan, L., “A statistical approach for image feature extraction in the wavelet domain,” in Proc. of 2003 Canadian Conf. on Electrical and Computer Engineering (CCECE2003), Montreal, May 4-7, 2003.

132.        Li, K., and Zhang, Xiao-Ping, “An image watermarking method integrating with jpeg-2000 still image compression standard,” in Proc. of CCECE2003, Montreal, May 4-7, 2003.

133.        Chen, Z., and Zhang, Xiao-Ping, “Video sequence processing based on spatiotemporal independent component analysis,” in Proc. of CCECE2003, Montreal, May 4-7, 2003.

134.        Wang, Y., and Zhang, Xiao-Ping, “Filter bank based interference suppression for fading channels