Prof. HOU Junhui (侯軍輝)
Research Output
- 2017
- Published
A NOVEL DIRECTION-BASED JND MODEL FOR PERCEPTUAL HEVC INTRA CODING
Zeng, Z., Zeng, H., Chen, J., Hou, J., Cai, C. & Ma, K., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). Institute of Electrical and Electronics Engineers, Inc., p. 186-190 (IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
COMPRESSION OF 3D POINT CLOUDS USING 1D DISCRETE COSINE TRANSFORM
Gu, S., Hou, J., Zeng, H., Chen, J., Zhu, J. & Ma, K., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). Institute of Electrical and Electronics Engineers, Inc., p. 196-200 (IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - Published
HANDWRITTEN NUMERAL RECOGNITION USING MULTI-TASK LEARNING
Hou, J., Zeng, H., Cai, L., Zhu, J., Cao, J. & Hou, J., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 155-158Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - Published
MULTI-VIEW JOINT LEARNING NETWORK FOR PEDESTRIAN GENDER CLASSIFICATION
Cai, L., Zeng, H., Zhu, J., Cao, J., Hou, J. & Cai, C., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) : Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 23-27 (International Symposium on Intelligent Signal Processing and Communication Systems ISPACS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - Published
Video summarization via temporal collaborative representation of adjacent frames
Ma, M., Met, S., Hou, J., Wan, S. & Wang, Z., Nov 2017, 2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 164-169 (International Symposium on Intelligent Signal Processing and Communication Systems ISPACS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 11 - Published
HYPERSPECTRAL IMAGE SUPER-RESOLUTION VIA CONVOLUTIONAL NEURAL NETWORK
Mei, S., Yuan, X., Ji, J., Wan, S., Hou, J. & Du, Q., Sept 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 4297-4301 (IEEE International Conference on Image Processing, ICIP).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 24 - Published
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
Mei, S., Ji, J., Hou, J., Li, X. & Du, Q., Aug 2017, In: IEEE Transactions on Geoscience and Remote Sensing. 55, 8, p. 4520-4533 14 p., 7919223.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 263 - Published
FUSING DIFFERENT LEVELS OF DEEP FEATURES BY DEEP STACKED NEURAL NETWORK FOR HYPERSPECTRAL IMAGES
Mei, S., Chen, Y., Ji, J., Hou, J. & Du, Q., Jul 2017, 2017 IEEE International Geoscience & Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 759-762 8127063Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder
Ji, J., Mei, S., Hou, J., Li, X. & Du, Q., Jul 2017, 2017 IEEE International Geoscience & Remote Sensing Symposium: Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 1820-1823 8127329. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2017).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13 - Published
NONLINEAR KERNEL SPARSE DICTIONARY SELECTION FOR VIDEO SUMMARIZATION
Ma, M., Mei, S., Hou, J., Wan, S., Wang, Z. & Feng, D., Jul 2017, Proceedings of the IEEE International Conference on Multimedia and Expo (ICME) 2017. Institute of Electrical and Electronics Engineers, Inc., p. 637-642 8019387Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 10 - Published
Sparse representation for colors of 3D point cloud via virtual adaptive sampling
HOU, J., Chau, L., He, Y. & Chou, P. A., 19 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers, Inc., p. 2926-2930 7952692. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 23 - Published
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain
Mei, S., Bi, Q., Ji, J., Hou, J. & Du, Q., Jun 2017, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 10, 6, p. 2910-2921 12 p., 7835224.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 Sparse Low-Rank Matrix Approximation for Data Compression
Hou, J., Chau, L., Magnenat-Thalmann, N. & He, Y., May 2017, In: IEEE Transactions on Circuits and Systems for Video Technology. 27, 5, p. 1043-1054 7368899.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 30- Published
Immersive and collaborative Taichi motion learning in various VR environments
He, T., Chen, X., Chen, Z., Li, Y., Liu, S., Hou, J. & He, Y., 4 Apr 2017, Proceedings - IEEE Virtual Reality. IEEE Computer Society, p. 307-308 7892299Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 18 Random forest with suppressed leaves for hough voting
Liang, H., Hou, J., Yuan, J. & Thalmann, D., Mar 2017, (Online published) Computer Vision: 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Sato, Y., Lai, S., Nishino, K. & Lepetit, V. (eds.). Springer Verlag, Vol. 10113 LNCS. p. 264-280 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10113 LNCS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5- Published
Video Summarization via Simultaneous Block Sparse Representation
Ma, M., Mei, S., Wan, S., Hou, J., Wang, Z. & Feng, D., 2017, 2017 International Conference on Digital Image Computing : Techniques and Applications (DICTA). Institute of Electrical and Electronics Engineers, Inc., p. 676-682Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - 2016
Sparsifying orthogonal transforms with compact bases for data compression
Hou, J., Liu, H., Chau, L., He, Y. & Chen, J., Dec 2016, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers, Inc., 7820905Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1How to fully explore the low-rank property for data recovery of hyperspectral images
Mei, S., Bi, Q., Ji, J., Hou, J. & Du, Q., 1 Nov 2016, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers, Inc., Vol. 2016-November. p. 3314-3317 7729857Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification
Mei, S., Ji, J., Bi, Q., Hou, J., Du, Q. & Li, W., 1 Nov 2016, International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers, Inc., Vol. 2016-November. p. 5067-5070 7730321Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 64Graph-based transform for data decorrelation
Hou, J., Liu, H. & Chau, L., Oct 2016, International Conference on Digital Signal Processing, DSP. Institute of Electrical and Electronics Engineers, Inc., p. 177-180 7868540Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8
