2021
[J026] Xugang Cao, Youze Xue, Jiansheng Chen, Xiaohe Chen, Yu Ma, Chunhua Hu, Huimin Ma, Hongbing Ma, Video Based Shuffling Step Detection for Parkinsonian Patients Using 3D Convolution, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 29, pp. 641-649, 2021. DOI: 10.1109/TNSRE.2021.3062416
2020
[J024] Yiqing Huang, Jiansheng Chen, Wanli Ouyang, Weitao Wan, and Youze Xue, Image Captioning With End-to-End Attribute Detection and Subsequent Attributes Prediction, IEEE Transactions on Image Processing, vol 29, pp. 4013-4026, 2020. (code available)
[J025] Yu Liu, Jiansheng Chen, PosePropagationNet: Towards Accurate and Efficient Pose Estimation in Videos, IEEE Access, vol 8, issue 1, pp. 100661-100669, 2020.
[J026] Zengyi Qin, Jiansheng Chen, Zhenyu Jiang, Xumin Yu, Chunhua Hu, Yu Ma, Suhua Miao, Rongsong Zhou, Learning fine‑grained estimation of physiological states from coarse‑grained labels by distribution restoration, Scientific Reports, online: www.nature.com/articles/s41598-020-79007-5.
[C058] Weitao Wan, Jiansheng Chen, Ming-Hsuan Yang, Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification, European Conference on Computer Vision (ECCV), Aug. 2020.
[C059] Xi Fang, Chunhua Hu, Jiansheng Chen, Luming Li, Automatic Recognition of Parkinson’s Disease Patients Based on Face Analysis in Talking Videos, 42 Annual Intl. Conf. of IEEE Engineering in Medicine and Biology Society (EMBC), Jul. 2020.
[C060] Yiqing Huang, Qiuyu Cai, Siyu Xu, Jiansheng Chen, XlanV Model with Adaptively Multi-Modality Feature Fusing for Video Captioning, ACM Multimedia Conference 2020, Oct. 2020. (Rank 1, Multimedia Grand Challenge: Pre-training for Video Captioning Challenge)
[C061] Yiqing Huang, Jiansheng Chen, Show, Conceive and Tell: Image Captioning with Prospective Linguistic Information, Asian Conference on Computer Vision (ACCV), Nov. 2020.
2019
[J022] Zengyi Qin, Zhenyu Jiang, Jiansheng Chen, Chunhua Hu, Yu Ma, sEMG-Based Tremor Severity Evaluation for Parkinson's Disease Using a Light-Weight CNN, Signal Processing Letters, Vol. 26, No. 4, pp. 637-641, 2019.
[J023] Yu Liu, Jiansheng Chen, Chunhua Hu, Yu Ma, Dongyun Ge, Suhua Miao, Youze Xue, Luming Li, Vision-Based Method for Automatic Quantification of Parkinsonian Bradykinesia, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 27, No. 10, pp. 1952-1961, Oct. 2019.
[C054] Youze Xue, Jiansheng Chen, Weitao Wan, Yiqing Huang, Cheng Yu, Tianpeng Li, Jiayu Bao, MVSCRF: Learning Multi-view Stereo with Conditional Random Fields, International Conference on Computer Vision (ICCV), Oct. 2019.
[C055] Weitao Wan, Jiansheng Chen, Tianpeng Li, Yiqing Huang, Jingqi Tian, Cheng Yu, Youze Xue, Information Entropy Based Feature Pooling for Convolutional Neural Networks, International Conference on Computer Vision (ICCV), Oct. 2019.
[C056] Tianpeng Li, Weitao Wan, Yiqing Huang, Jiansheng Chen, Chunhua Hu, Yu Ma, Improving Human Parsing by Extracting Global Information using the Non-local Operation, IEEE International Conference on Image Processing (ICIP), Sept. 2019.
[C057] Yiqing Huang, Cong Li, Tianpeng Li, Weitao Wan, Jiansheng Chen, Image Captioning with Attribute Refinement, IEEE International Conference on Image Processing (ICIP), Sept. 2019.
2018
[J021] Tianpeng Li, Jiansheng Chen, Chunhua Hu, Yu Ma, Zhiyuan Wu, Weitao Wan,Yiqing Huang, Fuming Jia, Chen Gong, Sen Wan, Luming Li, Automatic Timed Up-and-Go Sub-task Segmentation for Parkinson’s Disease Patients Using Video Based Activity Classification, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 26, No. 11, pp. 2189-2199, Nov. 2018.
[C052] Weitao Wan, Yuanyi Zhong, Tianpeng Li, Jiansheng Chen, Rethinking Feature Distribution for Loss Functions in Image Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2018. (web of science citation: 11; code available)
[C053] Jin Zhang, Jiansheng Chen, Yiqing Huang, Weitao Wan, Tianpeng Li, Applying Online Expert Supervision in Deep Actor-Critic Reinforcement Learning, Chinese Conference on Pattern Recognition and Computer Vision, Nov. 2018.
2017
[J020] Yuanyi Zhong, Jiansheng Chen, Bo Huang, Toward End-to-End Face Recognition Through Alignment Learning, IEEE Signal Processing Letters, Vol. 24, No. 8, pp. 1213-1217, 2017. (web of science citation: 11; code available)
[J019] Jiansheng Chen, Zhengqin Li, Bo Huang, Linear Spectral Clustering Superpixel, IEEE Transactions on Image Processing, Vol. 26, No. 7, pp. 3317-3330, 2017. (web of science citation: 46; code available)
[C051] Cong Li, Jiansheng Chen, Combining Object-Based Attention and Attributes for Image Captioning, IEEE Intl. Conf. on Image and Graphics, 2017
[C050] Weitao Wan, Jiansheng Chen, Occlusion Robust Face Recognition Based on Mask Learning, IEEE Conference on Image Processing (ICIP), Sept. 2017.
[C049] Bo Huang, Jiansheng Chen, A Preliminary Study on Extracting Objects in Sketches, Intl. Conf. on Machine Vision Applications, 2017.
2016
[J018] Gang Zhang, Jiansheng Chen, Guangda Su, Chunhui Ou, Comparisons of Local Methods for Face Alignment, IET Computer Vision, Vol. 10, No. 7, pp. 728-735, 2016
[C048] Jiansheng Chen, Gaocheng Bai, Zhengqin Li, and Shaoheng Liang, Automatic Image Cropping: A Computational Complexity Study, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2016 (web of science citation: 27; code available).
[C047] Shaoheng Liang, Jiansheng Chen, Zhengqin Li, Gaocheng Bai, Linear Time Symmetric Axis Search Based on Palindrome Detection, IEEE Conference on Image Processing (ICIP), Sept. 2016.
[C046] Gang Zhang, Jiansheng Chen, Feature Fusion for Facial Landmark Point Location, SAI Intelligent Systems Conference, 2016
[C045] Gaocheng Bai, Jiansheng Chen, Bo Huang, Automatically Analyzing Interpersonal closeness in Photo Albums, Intl. Conf. on Computer Vision and Graphics, 2016
2015
[J018] Jiansheng Chen, Yu Deng, Gaocheng Bai and Guangda Su, Face Image Quality Assessment Based on Learning to Rank, IEEE Signal Processing Letters, Vol. 22, No. 1, pp. 90-94, 2015 (web of science citation: 34; code available).
[C044] Zhengqin Li, Jiansheng Chen, Superpixel Segmentation using Linear Spectral Clustering, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2015 (web of science citation: 154, code available, now in OpenCV! cv::ximgproc::SuperpixelLSC).
[C043] Yudu Li, Sen Ma, Zhongze Hu, Jiansheng Chen, Guangda Su and Weibei Dou, Single Trial EEG Classification Applied to a Face Recognition Experiment Using Different Feature Extraction Method, 37 Annual Intl. Conf. of IEEE Engineering in Medicine and Biology Society (EMBC), Aug. 2015.
[C042] Gaocheng Bai, Jiansheng Chen, Chan Wu, Zhengqin Li, Linear Structure Centerline Detection using Distance Propgation, International Symposium on Bioelectronics and Bioinformatics, Oct. 2015.
2014
[J016] Jiansheng Chen, Chang Yang, Yu Deng, Gang Zhang and Guangda Su, Exploring Facial Asymmetry Using Optical Flow, IEEE Signal Processing Letters, Vol. 21, No. 7, pp. 792-795, 2014 (web of science citation: 5; code available).
[J015] Yu Deng, Fang Liu, Jiansheng Chen, Guangda Su, Mean shift tracker with Chaotic Artificial Bee Colony and Space Variant Resolution, International Journal for Light and Electron Optics, Vol. 125, No. 16, pp. 4572–4577, 2014.
[J014] Yu Deng, Fang Liu, Guangda Su and Jiansheng Chen, Adaptive neighbourhood selection based face hallucination, WIT Transactions on Information and Communication Technologies, 2014.
[C041] Yunfan Liu, Xueshi Hou，Chen Jiansheng, Chang Yang, Guangda Su, Weibei Dou, Facial Expression Recognition and Generation using Sparse Autoencoder, in Proc. of International Conference on Smart Computing, Nov. 2014.
[C040] Gang Zhang, Jiansheng Chen, Guangda Su, and Ya Su, An approach for pupil center location using facial symmetry. Proceedings of the 9th Chinese Conference on Biometric Recognition, LNCS 8833, Shenyang: Springer, pp. 86-94, 2014.
[C039] Chang Yang, Jiansheng Chen, Nan Su and Guangda Su, Improving 3D Face Details based on Normal Map of Hetero-source Images, Biometric Workshop, IEEE Conference on Computer Vision and Pattern Recognition Workshops，2014(web of science citation: 15).
[C038] Han Ying, Guangda Su, Jiansheng Chen, Automatic eyeglasses removal of frontal facial images for face recognition, International Conference on Computers and Information Processing, 2014.
2013
[J013] Gang Zhang, Jiansheng Chen, Guangda Su, Jing Liu, Double-pupil location of face images， Pattern Recognition, Volume 46, Issue 3, March 2013, Pages 642–648 (web of science citation: 7).
[J012] Yaming Wang, Jiansheng Chen, Guangda Su, Efficient Hand Segmentation and Fingertip Detection Using Color Features of Skin and Fingernail, IEICE Transactions on Information and Systems, E96-D(8), pp. 1894-7, 2013 (web of science citation: 4).
[J011] Jingping He, Kun Gao, Guoqiang Ni, Guangda Su and Jiansheng Chen, Learning from Ideal Edge for Image Restoration , IEICE Trans on Information and Systems,Vol.E96-D(11), pp.2487-2491, 2013 (web of science citation: 1).
[J010] Jinping He，Jiansheng Chen，Guangda Su. No-reference blur assessment based on entropy and PCNN for restoration images. Applied Mechanics and Materials Vols. 303-306, pp 1599-1604, 2013.
[J009] Jing Wang, Guangda Su, Ying Xiong, Jiansheng Chen, Yan Shang,, Jiongxin Liu, Xiaolong Ren, Sparse Representation for Face Recognition based on Constraint Sampling and Face Alignment, Tsinghua Science and Technology, Vol. 18, Issue 1, Pages, 62-67, 2013 (web of science citation: 1).
[J008] Gang Zhang, Guangda Su, Jiansheng Chen, Jing Wang, Local information enhanced LBP, Journal of Central South Unversity, Vol. 20, No. 11, pp. 3150-3156, 2013.
[J007] Jie Guo, Jiansheng Chen, Shoubing Xiang, Gang Lei, Inspection of the Scraping Quality for Precise Cast Iron Pate Based on Machine Vision, Journal of Sichuan Normal University, Vol. 36, No. 5, PP.787-791.
[C37] Meng Wang, Jiansheng Chen, Chang Yang, Keming Cao, and Guangda Su, Anaglyph 3D display based on a computational stereo system, International Conference on Mechatronics and Information Technology, Oct. 2013.
[C36] Keming Cao, Yanlong Li, Jiansheng Chen, Chang Yang, Meng Wang, Huan Shao, and Guangda Su, A Fast Implementation of DPM-based Facial Landmark Localization, International Conference on Mechatronics and Information Technology, Oct. 2013.
[C35] Jingping He, Guangda Su and Jiansheng Chen, Super-resolution Reconstruction for Facial Images Based on Local Principal Component Analysis, International Conference on Advanced Computer Science and Electronics Information, Jul. 2013.
[C34] Cong Xia, Jiansheng Chen, Chang Yang, Jing Wang, Jing Liu, Guangda Su, and Gang Zhang, Choosing Multi-illumination training Images based on the degree of linear independency, IAPR Machine Vision and Application, May 2013.
[C33] Cong Xia, Jiansheng Chen, Chang Yang, Jing Wang, Jing Liu, Guangda Su, and Gang Zhang, Scalable Illumination Robust Face Identification Using Harmonic Representation, SPIE 8878, International Conference on Digital Image Processing, Apr. 2013.
[C32] Jiansheng Chen, Cong Xia, Han Ying, Chang Yang and Guangda Su, Using Facial Symmetry in the Illumination Cone Based 3D Face Reconstruction, International Conference on Image Processing, Sept. 2013 (web of science citation: 2).
[C31] Chang Yang, Jiansheng Chen, Cong Xia, Jing Liu, and Guangda Su, SFM based sparse to dense 3D face reconstruction robust to feature tracking errors, International Conference on Image Processing, Sept. 2013 (web of science citation: 1).
2012
[J006] Jiansheng Chen, Guangda Su and Shoubin Xiang, Robust Welding Seam Tracking using Image Seam Extraction, Science and Technology of Welding and Joining, Vol. 17, No. 2, Feb. 2012.(web of science citation: 7; code available)
[J005] Li Wang, Jiansheng Chen, Jinping He, Guangda Su, High-speed reconstruction for ultra-low resolution faces, Science China, Vol. 55, Issue 9, pp. 2102-2108, 2012 (web of science citation: 1).
[J004] Jinping He, Guangda Su and Jiansheng Chen, Super-resolution for facial images based on local similarity preserving, IEICE Trans on Information and Systems, Vol.E95-D,No.3,pp.-,Mar. 2012. (web of science citation: 3)
[C030] Jing Liu, Guangda Su, Xiaolong Ren, Jiansheng Chen, Human Face Super-Resolution Based on NSCT, Asian Conf. on Computer Vision, Nov. 2012.
2011
[J003] Shoubin Xiang, Guangda Su, Jiansheng Chen, Jing Liu, Xiaohui Tan, Brick Stack Anomaly Detection and Recognition Based on Machine Vision, ACTA OPTICA SINICA, Vol.07, pp 1919-197, 2011.
[C029] Xiaoli Yang, Guangda Su, Jiansheng Chen, Nan Su and Xiaolong Ren, Large Scale Identity Deduplication using Face Recognition Based on Facial Feature Points, Lecture Notes in Computer Science, Volume 7098/2011, pp. 25-32, 2011 (web of science citation: 1).
[C028] Jiansheng Chen, Ji Luo, Chunhua. Hu, Hongwei Hao, Yu Ma, Criteria of Loop Iteration Break for Level Set Based Medical Image Segmentation, SPIE Intl. Symposium on Multispectral Image Processing and Pattern Recognition, Nov. 2011.
[C027] Jing Dong, Chunhua Hu, Jiansheng Chen, Hongwei Hao, Yu Ma, Edge Preserving Filtering by Combining Filters For Magnetic Resonance Image, Intl. Conf. on BioMedical Engineering and Informatics, Oct. 2011.
[C026] Yanmin Gong, Jiansheng Chen, Guangda Su, Quasi-convex Optimization of Metrics in Biometric Score Fusion，IEEE Intl. Conf. on Image and Graphics, Aug. 2011.
[C025] Cong Xia, Jiansheng Chen, Chunhua Hu, Guangda Su, Hongwei Hao, Yu Ma, Segmenting the Subthalamic Nucleus Using Narrow Band Limited Variational Level Set Method, IEEE Intl. Conf. on Image and Graphics, Aug. 2011.
2010
[J002] Jiansheng Chen, Yiu-Sang Moon, Ming-FaiWong, Guangda Su, Palmprint Authentication Using a Symbolic Representation of Images, Image and Vision Computing, 28 (3), pp. 343-351, Mar., 2010. (web of science citation: 29; code available)
[C024] Jiansheng Chen, Guangda Su, Jinping He, Shenglan Ben, Face Image Relighting using Locally Constrained Global Optimization, European Conference on Computer Vision (ECCV), Sept. 2010. (web of science citation: 13 ; code available)
[C023] Jiansheng Chen, Jingping He, Guangda Su, Combining Image Entropy with the Pulse Coupled Neural Network in Edge Detection, International Conference on Image Processing, Sept. 2010. (code available)
[C022] Jing Wang, Guangda Su, Jiansheng Chen, Yiu-Sang Moon, CPGL: A Classification Method Combining PCA and the Group Lasso Method, International Conference on Image Processing，Sept. 2010.
[C021] Xiaoli Yang, Guangda Su, Jiansheng Chen, Yiu-Sang Moon, Restoration of Low Resolution Car Plate Images Using PCA Based Image Super-resolution, International Conference on Image Processing，Sept. 2010.
[C020] S. Yu, Y.C. Li, Jiansheng Chen, Yiu-Sang Moon, K.C. Chan, K.K. Fu, Real-Time Tracking and Identification System for Moving Face, IEEE International Symposium on Industrial Electronics, Jul. 2010.
2009
[C019] Shenglan Ben, Jiansheng Chen, Guangda Su, Piecewise Linear Aging Function for Facial Age Estimation，International Conference on Image Processing，Nov. 2009 (web of science citation: 1).
[C018] K.W. Cheung, Jiansheng Chen, Y.S. Moon, Synthesizing Frontal Faces Using View Morphing on Calibrated Stereo Camera, Proceedings of International Conference on Biometrics, Jun. 2009.
[C017] T.H. Yu, Y.S. Moon, Jiansheng Chen, H.K. Fung, H.F. Ko, R. Wang, An Intelligent Night Vision System for Automobiles, IAPR Conference on Machine Vision Applications, Jun., 2009.
2008
[C016] Jiansheng Chen, Y.S. Moon, Using SIFT Feature in Palmprint Authentication, International Conference on Pattern Recognition, Dec. 2008. (web of science citation: 4)
[C015] K.W. Cheung, Jiansheng Chen, Y.S. Moon, Pose-tolerant Non-frontal Face Recognition using EBGM, IEEE Conf. on Biometrics: Theory, Applications and Systems, Sept. 2008. (web of science citation: 2)
[C014] X.M. Tang, Jiansheng Chen, Yiu-Sang Moon, Towards more Accurate 3D Face Registration under the Guidance of Prior Anatomical Knowledge on Human Faces, IEEE Conference on Automatic Face and Gesture Recognition, Sept., 2008. (web of science citation: 2)
[C013] X.M. Tang, Jiansheng Chen, Y.S. Moon, Accurate 3D Face Registration Based on the Symmetry Plan Analysis on Nose Regions, European Signal Processing Conference , Aug. 2008.
[C012] Jiansheng Chen, Y.S. Moon, The Statistical Modelling of Fingerprint Minutiae Distribution, with Implications for Fingerprint Individuality Studies, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2008. (web of science citation: 3)
[C011] F. Chan, Y.S. Moon, Jiansheng Chen, A Unified Framework for Capturing Facial Images in Video Surveillance Systems Using Cooperative Camera System, Proceedings of SPIE 6971: Acquisition, Tracking, Pointing, and Laser Systems Technologies, Apr. 2008
[C010] F. Chan, Jiansheng Chen, Y.S. Moon, Real-Time Object Correspondence in Stereo Camera System, IEEE Conference on Acoustics, Speech, and Signal Processing, Apr. 2008.
[C009] F. Chan, Jiansheng Chen, Y.S. Moon, Fast construction of object correspondence in stereo camera system: an example to human face capturing system, IEEE International Workshop on Motion and Video Computing, Jan. 2008.
2007
[C008] Jiansheng Chen, F. Chan, Y.S. Moon, Fingerprint Matching with Minutiae Quality Score, International Conference on Biometrics, 2007(web of science citation: 1).
[C007] Jiansheng Chen, Y.S. Moon, A Minutiae-based Fingerprint Individuality Model, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul. 2007. (web of science citation: 5)
2006
[C006] Jiansheng Chen, Y.S. Moon, A Statistical Study On The Fingerprint Minutiae Distribution, IEEE International Conference on Acoustics, Speech, and Signal Processing (Finalist Best Student Paper)，2006 (web of science citation: 1).
[C005] Jiansheng Chen, Y.S. Moon, A Statistical Evaluation Model for Minutiae-based Automatic Fingerprint Verification Systems, International Conference on Biometrics (Best Student paper), 2006.
2005
[J001] Yiu-Sang Moon, Jiansheng Chen, K.C. Chan, K. So, C. Woo, Wavelet Based Fingerprint Liveness Detection, Electronics Letters, Vol. 41, Issue 20, pp. 43-44, 2005 (web of science citation: 73)
[C004] Jiansheng Chen, Y.S. Moon, H.W. Yeung, Palmprint Authentication Using Time Series, International Conference on Audio- and Video-Based Biometric Person Authentication, 2005. (web of science citation: 2)
[C003] H.W. Yeung, Y.S. Moon, Jiansheng Chen, F. Chan, Y.M. Ng, H.S.Chung, A Comprehensive and Real-time Fingerprint Verification System for Embedded Devices, Proceedings of SPIE 5779: Biometric Technology for Human Identification, 2005 ( web of science citation: 1)
[C002] K.H. Pun, Y.S. Moon, Jiansheng Chen, H.W. Yeung, A Face Authentication System for Mobile Devices: Optimization Techniques, Proceedings of SPIE 5684: Multimedia on Mobile Devices, 2005.( web of science citation: 1)
2004
[C001] Jiansheng Chen, Y.S. Moon, K.F. Fong, Efficient Fingerprint Image Enhancement for Mobile Embedded Systems, Biometric Workshop, European Conference on Computer Vision, 2004.
[J026] Xugang Cao, Youze Xue, Jiansheng Chen, Xiaohe Chen, Yu Ma, Chunhua Hu, Huimin Ma, Hongbing Ma, Video Based Shuffling Step Detection for Parkinsonian Patients Using 3D Convolution, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 29, pp. 641-649, 2021. DOI: 10.1109/TNSRE.2021.3062416
2020
[J024] Yiqing Huang, Jiansheng Chen, Wanli Ouyang, Weitao Wan, and Youze Xue, Image Captioning With End-to-End Attribute Detection and Subsequent Attributes Prediction, IEEE Transactions on Image Processing, vol 29, pp. 4013-4026, 2020. (code available)
[J025] Yu Liu, Jiansheng Chen, PosePropagationNet: Towards Accurate and Efficient Pose Estimation in Videos, IEEE Access, vol 8, issue 1, pp. 100661-100669, 2020.
[J026] Zengyi Qin, Jiansheng Chen, Zhenyu Jiang, Xumin Yu, Chunhua Hu, Yu Ma, Suhua Miao, Rongsong Zhou, Learning fine‑grained estimation of physiological states from coarse‑grained labels by distribution restoration, Scientific Reports, online: www.nature.com/articles/s41598-020-79007-5.
[C058] Weitao Wan, Jiansheng Chen, Ming-Hsuan Yang, Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification, European Conference on Computer Vision (ECCV), Aug. 2020.
[C059] Xi Fang, Chunhua Hu, Jiansheng Chen, Luming Li, Automatic Recognition of Parkinson’s Disease Patients Based on Face Analysis in Talking Videos, 42 Annual Intl. Conf. of IEEE Engineering in Medicine and Biology Society (EMBC), Jul. 2020.
[C060] Yiqing Huang, Qiuyu Cai, Siyu Xu, Jiansheng Chen, XlanV Model with Adaptively Multi-Modality Feature Fusing for Video Captioning, ACM Multimedia Conference 2020, Oct. 2020. (Rank 1, Multimedia Grand Challenge: Pre-training for Video Captioning Challenge)
[C061] Yiqing Huang, Jiansheng Chen, Show, Conceive and Tell: Image Captioning with Prospective Linguistic Information, Asian Conference on Computer Vision (ACCV), Nov. 2020.
2019
[J022] Zengyi Qin, Zhenyu Jiang, Jiansheng Chen, Chunhua Hu, Yu Ma, sEMG-Based Tremor Severity Evaluation for Parkinson's Disease Using a Light-Weight CNN, Signal Processing Letters, Vol. 26, No. 4, pp. 637-641, 2019.
[J023] Yu Liu, Jiansheng Chen, Chunhua Hu, Yu Ma, Dongyun Ge, Suhua Miao, Youze Xue, Luming Li, Vision-Based Method for Automatic Quantification of Parkinsonian Bradykinesia, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 27, No. 10, pp. 1952-1961, Oct. 2019.
[C054] Youze Xue, Jiansheng Chen, Weitao Wan, Yiqing Huang, Cheng Yu, Tianpeng Li, Jiayu Bao, MVSCRF: Learning Multi-view Stereo with Conditional Random Fields, International Conference on Computer Vision (ICCV), Oct. 2019.
[C055] Weitao Wan, Jiansheng Chen, Tianpeng Li, Yiqing Huang, Jingqi Tian, Cheng Yu, Youze Xue, Information Entropy Based Feature Pooling for Convolutional Neural Networks, International Conference on Computer Vision (ICCV), Oct. 2019.
[C056] Tianpeng Li, Weitao Wan, Yiqing Huang, Jiansheng Chen, Chunhua Hu, Yu Ma, Improving Human Parsing by Extracting Global Information using the Non-local Operation, IEEE International Conference on Image Processing (ICIP), Sept. 2019.
[C057] Yiqing Huang, Cong Li, Tianpeng Li, Weitao Wan, Jiansheng Chen, Image Captioning with Attribute Refinement, IEEE International Conference on Image Processing (ICIP), Sept. 2019.
2018
[J021] Tianpeng Li, Jiansheng Chen, Chunhua Hu, Yu Ma, Zhiyuan Wu, Weitao Wan,Yiqing Huang, Fuming Jia, Chen Gong, Sen Wan, Luming Li, Automatic Timed Up-and-Go Sub-task Segmentation for Parkinson’s Disease Patients Using Video Based Activity Classification, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 26, No. 11, pp. 2189-2199, Nov. 2018.
[C052] Weitao Wan, Yuanyi Zhong, Tianpeng Li, Jiansheng Chen, Rethinking Feature Distribution for Loss Functions in Image Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2018. (web of science citation: 11; code available)
[C053] Jin Zhang, Jiansheng Chen, Yiqing Huang, Weitao Wan, Tianpeng Li, Applying Online Expert Supervision in Deep Actor-Critic Reinforcement Learning, Chinese Conference on Pattern Recognition and Computer Vision, Nov. 2018.
2017
[J020] Yuanyi Zhong, Jiansheng Chen, Bo Huang, Toward End-to-End Face Recognition Through Alignment Learning, IEEE Signal Processing Letters, Vol. 24, No. 8, pp. 1213-1217, 2017. (web of science citation: 11; code available)
[J019] Jiansheng Chen, Zhengqin Li, Bo Huang, Linear Spectral Clustering Superpixel, IEEE Transactions on Image Processing, Vol. 26, No. 7, pp. 3317-3330, 2017. (web of science citation: 46; code available)
[C051] Cong Li, Jiansheng Chen, Combining Object-Based Attention and Attributes for Image Captioning, IEEE Intl. Conf. on Image and Graphics, 2017
[C050] Weitao Wan, Jiansheng Chen, Occlusion Robust Face Recognition Based on Mask Learning, IEEE Conference on Image Processing (ICIP), Sept. 2017.
[C049] Bo Huang, Jiansheng Chen, A Preliminary Study on Extracting Objects in Sketches, Intl. Conf. on Machine Vision Applications, 2017.
2016
[J018] Gang Zhang, Jiansheng Chen, Guangda Su, Chunhui Ou, Comparisons of Local Methods for Face Alignment, IET Computer Vision, Vol. 10, No. 7, pp. 728-735, 2016
[C048] Jiansheng Chen, Gaocheng Bai, Zhengqin Li, and Shaoheng Liang, Automatic Image Cropping: A Computational Complexity Study, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2016 (web of science citation: 27; code available).
[C047] Shaoheng Liang, Jiansheng Chen, Zhengqin Li, Gaocheng Bai, Linear Time Symmetric Axis Search Based on Palindrome Detection, IEEE Conference on Image Processing (ICIP), Sept. 2016.
[C046] Gang Zhang, Jiansheng Chen, Feature Fusion for Facial Landmark Point Location, SAI Intelligent Systems Conference, 2016
[C045] Gaocheng Bai, Jiansheng Chen, Bo Huang, Automatically Analyzing Interpersonal closeness in Photo Albums, Intl. Conf. on Computer Vision and Graphics, 2016
2015
[J018] Jiansheng Chen, Yu Deng, Gaocheng Bai and Guangda Su, Face Image Quality Assessment Based on Learning to Rank, IEEE Signal Processing Letters, Vol. 22, No. 1, pp. 90-94, 2015 (web of science citation: 34; code available).
[C044] Zhengqin Li, Jiansheng Chen, Superpixel Segmentation using Linear Spectral Clustering, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2015 (web of science citation: 154, code available, now in OpenCV! cv::ximgproc::SuperpixelLSC).
[C043] Yudu Li, Sen Ma, Zhongze Hu, Jiansheng Chen, Guangda Su and Weibei Dou, Single Trial EEG Classification Applied to a Face Recognition Experiment Using Different Feature Extraction Method, 37 Annual Intl. Conf. of IEEE Engineering in Medicine and Biology Society (EMBC), Aug. 2015.
[C042] Gaocheng Bai, Jiansheng Chen, Chan Wu, Zhengqin Li, Linear Structure Centerline Detection using Distance Propgation, International Symposium on Bioelectronics and Bioinformatics, Oct. 2015.
2014
[J016] Jiansheng Chen, Chang Yang, Yu Deng, Gang Zhang and Guangda Su, Exploring Facial Asymmetry Using Optical Flow, IEEE Signal Processing Letters, Vol. 21, No. 7, pp. 792-795, 2014 (web of science citation: 5; code available).
[J015] Yu Deng, Fang Liu, Jiansheng Chen, Guangda Su, Mean shift tracker with Chaotic Artificial Bee Colony and Space Variant Resolution, International Journal for Light and Electron Optics, Vol. 125, No. 16, pp. 4572–4577, 2014.
[J014] Yu Deng, Fang Liu, Guangda Su and Jiansheng Chen, Adaptive neighbourhood selection based face hallucination, WIT Transactions on Information and Communication Technologies, 2014.
[C041] Yunfan Liu, Xueshi Hou，Chen Jiansheng, Chang Yang, Guangda Su, Weibei Dou, Facial Expression Recognition and Generation using Sparse Autoencoder, in Proc. of International Conference on Smart Computing, Nov. 2014.
[C040] Gang Zhang, Jiansheng Chen, Guangda Su, and Ya Su, An approach for pupil center location using facial symmetry. Proceedings of the 9th Chinese Conference on Biometric Recognition, LNCS 8833, Shenyang: Springer, pp. 86-94, 2014.
[C039] Chang Yang, Jiansheng Chen, Nan Su and Guangda Su, Improving 3D Face Details based on Normal Map of Hetero-source Images, Biometric Workshop, IEEE Conference on Computer Vision and Pattern Recognition Workshops，2014(web of science citation: 15).
[C038] Han Ying, Guangda Su, Jiansheng Chen, Automatic eyeglasses removal of frontal facial images for face recognition, International Conference on Computers and Information Processing, 2014.
2013
[J013] Gang Zhang, Jiansheng Chen, Guangda Su, Jing Liu, Double-pupil location of face images， Pattern Recognition, Volume 46, Issue 3, March 2013, Pages 642–648 (web of science citation: 7).
[J012] Yaming Wang, Jiansheng Chen, Guangda Su, Efficient Hand Segmentation and Fingertip Detection Using Color Features of Skin and Fingernail, IEICE Transactions on Information and Systems, E96-D(8), pp. 1894-7, 2013 (web of science citation: 4).
[J011] Jingping He, Kun Gao, Guoqiang Ni, Guangda Su and Jiansheng Chen, Learning from Ideal Edge for Image Restoration , IEICE Trans on Information and Systems,Vol.E96-D(11), pp.2487-2491, 2013 (web of science citation: 1).
[J010] Jinping He，Jiansheng Chen，Guangda Su. No-reference blur assessment based on entropy and PCNN for restoration images. Applied Mechanics and Materials Vols. 303-306, pp 1599-1604, 2013.
[J009] Jing Wang, Guangda Su, Ying Xiong, Jiansheng Chen, Yan Shang,, Jiongxin Liu, Xiaolong Ren, Sparse Representation for Face Recognition based on Constraint Sampling and Face Alignment, Tsinghua Science and Technology, Vol. 18, Issue 1, Pages, 62-67, 2013 (web of science citation: 1).
[J008] Gang Zhang, Guangda Su, Jiansheng Chen, Jing Wang, Local information enhanced LBP, Journal of Central South Unversity, Vol. 20, No. 11, pp. 3150-3156, 2013.
[J007] Jie Guo, Jiansheng Chen, Shoubing Xiang, Gang Lei, Inspection of the Scraping Quality for Precise Cast Iron Pate Based on Machine Vision, Journal of Sichuan Normal University, Vol. 36, No. 5, PP.787-791.
[C37] Meng Wang, Jiansheng Chen, Chang Yang, Keming Cao, and Guangda Su, Anaglyph 3D display based on a computational stereo system, International Conference on Mechatronics and Information Technology, Oct. 2013.
[C36] Keming Cao, Yanlong Li, Jiansheng Chen, Chang Yang, Meng Wang, Huan Shao, and Guangda Su, A Fast Implementation of DPM-based Facial Landmark Localization, International Conference on Mechatronics and Information Technology, Oct. 2013.
[C35] Jingping He, Guangda Su and Jiansheng Chen, Super-resolution Reconstruction for Facial Images Based on Local Principal Component Analysis, International Conference on Advanced Computer Science and Electronics Information, Jul. 2013.
[C34] Cong Xia, Jiansheng Chen, Chang Yang, Jing Wang, Jing Liu, Guangda Su, and Gang Zhang, Choosing Multi-illumination training Images based on the degree of linear independency, IAPR Machine Vision and Application, May 2013.
[C33] Cong Xia, Jiansheng Chen, Chang Yang, Jing Wang, Jing Liu, Guangda Su, and Gang Zhang, Scalable Illumination Robust Face Identification Using Harmonic Representation, SPIE 8878, International Conference on Digital Image Processing, Apr. 2013.
[C32] Jiansheng Chen, Cong Xia, Han Ying, Chang Yang and Guangda Su, Using Facial Symmetry in the Illumination Cone Based 3D Face Reconstruction, International Conference on Image Processing, Sept. 2013 (web of science citation: 2).
[C31] Chang Yang, Jiansheng Chen, Cong Xia, Jing Liu, and Guangda Su, SFM based sparse to dense 3D face reconstruction robust to feature tracking errors, International Conference on Image Processing, Sept. 2013 (web of science citation: 1).
2012
[J006] Jiansheng Chen, Guangda Su and Shoubin Xiang, Robust Welding Seam Tracking using Image Seam Extraction, Science and Technology of Welding and Joining, Vol. 17, No. 2, Feb. 2012.(web of science citation: 7; code available)
[J005] Li Wang, Jiansheng Chen, Jinping He, Guangda Su, High-speed reconstruction for ultra-low resolution faces, Science China, Vol. 55, Issue 9, pp. 2102-2108, 2012 (web of science citation: 1).
[J004] Jinping He, Guangda Su and Jiansheng Chen, Super-resolution for facial images based on local similarity preserving, IEICE Trans on Information and Systems, Vol.E95-D,No.3,pp.-,Mar. 2012. (web of science citation: 3)
[C030] Jing Liu, Guangda Su, Xiaolong Ren, Jiansheng Chen, Human Face Super-Resolution Based on NSCT, Asian Conf. on Computer Vision, Nov. 2012.
2011
[J003] Shoubin Xiang, Guangda Su, Jiansheng Chen, Jing Liu, Xiaohui Tan, Brick Stack Anomaly Detection and Recognition Based on Machine Vision, ACTA OPTICA SINICA, Vol.07, pp 1919-197, 2011.
[C029] Xiaoli Yang, Guangda Su, Jiansheng Chen, Nan Su and Xiaolong Ren, Large Scale Identity Deduplication using Face Recognition Based on Facial Feature Points, Lecture Notes in Computer Science, Volume 7098/2011, pp. 25-32, 2011 (web of science citation: 1).
[C028] Jiansheng Chen, Ji Luo, Chunhua. Hu, Hongwei Hao, Yu Ma, Criteria of Loop Iteration Break for Level Set Based Medical Image Segmentation, SPIE Intl. Symposium on Multispectral Image Processing and Pattern Recognition, Nov. 2011.
[C027] Jing Dong, Chunhua Hu, Jiansheng Chen, Hongwei Hao, Yu Ma, Edge Preserving Filtering by Combining Filters For Magnetic Resonance Image, Intl. Conf. on BioMedical Engineering and Informatics, Oct. 2011.
[C026] Yanmin Gong, Jiansheng Chen, Guangda Su, Quasi-convex Optimization of Metrics in Biometric Score Fusion，IEEE Intl. Conf. on Image and Graphics, Aug. 2011.
[C025] Cong Xia, Jiansheng Chen, Chunhua Hu, Guangda Su, Hongwei Hao, Yu Ma, Segmenting the Subthalamic Nucleus Using Narrow Band Limited Variational Level Set Method, IEEE Intl. Conf. on Image and Graphics, Aug. 2011.
2010
[J002] Jiansheng Chen, Yiu-Sang Moon, Ming-FaiWong, Guangda Su, Palmprint Authentication Using a Symbolic Representation of Images, Image and Vision Computing, 28 (3), pp. 343-351, Mar., 2010. (web of science citation: 29; code available)
[C024] Jiansheng Chen, Guangda Su, Jinping He, Shenglan Ben, Face Image Relighting using Locally Constrained Global Optimization, European Conference on Computer Vision (ECCV), Sept. 2010. (web of science citation: 13 ; code available)
[C023] Jiansheng Chen, Jingping He, Guangda Su, Combining Image Entropy with the Pulse Coupled Neural Network in Edge Detection, International Conference on Image Processing, Sept. 2010. (code available)
[C022] Jing Wang, Guangda Su, Jiansheng Chen, Yiu-Sang Moon, CPGL: A Classification Method Combining PCA and the Group Lasso Method, International Conference on Image Processing，Sept. 2010.
[C021] Xiaoli Yang, Guangda Su, Jiansheng Chen, Yiu-Sang Moon, Restoration of Low Resolution Car Plate Images Using PCA Based Image Super-resolution, International Conference on Image Processing，Sept. 2010.
[C020] S. Yu, Y.C. Li, Jiansheng Chen, Yiu-Sang Moon, K.C. Chan, K.K. Fu, Real-Time Tracking and Identification System for Moving Face, IEEE International Symposium on Industrial Electronics, Jul. 2010.
2009
[C019] Shenglan Ben, Jiansheng Chen, Guangda Su, Piecewise Linear Aging Function for Facial Age Estimation，International Conference on Image Processing，Nov. 2009 (web of science citation: 1).
[C018] K.W. Cheung, Jiansheng Chen, Y.S. Moon, Synthesizing Frontal Faces Using View Morphing on Calibrated Stereo Camera, Proceedings of International Conference on Biometrics, Jun. 2009.
[C017] T.H. Yu, Y.S. Moon, Jiansheng Chen, H.K. Fung, H.F. Ko, R. Wang, An Intelligent Night Vision System for Automobiles, IAPR Conference on Machine Vision Applications, Jun., 2009.
2008
[C016] Jiansheng Chen, Y.S. Moon, Using SIFT Feature in Palmprint Authentication, International Conference on Pattern Recognition, Dec. 2008. (web of science citation: 4)
[C015] K.W. Cheung, Jiansheng Chen, Y.S. Moon, Pose-tolerant Non-frontal Face Recognition using EBGM, IEEE Conf. on Biometrics: Theory, Applications and Systems, Sept. 2008. (web of science citation: 2)
[C014] X.M. Tang, Jiansheng Chen, Yiu-Sang Moon, Towards more Accurate 3D Face Registration under the Guidance of Prior Anatomical Knowledge on Human Faces, IEEE Conference on Automatic Face and Gesture Recognition, Sept., 2008. (web of science citation: 2)
[C013] X.M. Tang, Jiansheng Chen, Y.S. Moon, Accurate 3D Face Registration Based on the Symmetry Plan Analysis on Nose Regions, European Signal Processing Conference , Aug. 2008.
[C012] Jiansheng Chen, Y.S. Moon, The Statistical Modelling of Fingerprint Minutiae Distribution, with Implications for Fingerprint Individuality Studies, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2008. (web of science citation: 3)
[C011] F. Chan, Y.S. Moon, Jiansheng Chen, A Unified Framework for Capturing Facial Images in Video Surveillance Systems Using Cooperative Camera System, Proceedings of SPIE 6971: Acquisition, Tracking, Pointing, and Laser Systems Technologies, Apr. 2008
[C010] F. Chan, Jiansheng Chen, Y.S. Moon, Real-Time Object Correspondence in Stereo Camera System, IEEE Conference on Acoustics, Speech, and Signal Processing, Apr. 2008.
[C009] F. Chan, Jiansheng Chen, Y.S. Moon, Fast construction of object correspondence in stereo camera system: an example to human face capturing system, IEEE International Workshop on Motion and Video Computing, Jan. 2008.
2007
[C008] Jiansheng Chen, F. Chan, Y.S. Moon, Fingerprint Matching with Minutiae Quality Score, International Conference on Biometrics, 2007(web of science citation: 1).
[C007] Jiansheng Chen, Y.S. Moon, A Minutiae-based Fingerprint Individuality Model, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul. 2007. (web of science citation: 5)
2006
[C006] Jiansheng Chen, Y.S. Moon, A Statistical Study On The Fingerprint Minutiae Distribution, IEEE International Conference on Acoustics, Speech, and Signal Processing (Finalist Best Student Paper)，2006 (web of science citation: 1).
[C005] Jiansheng Chen, Y.S. Moon, A Statistical Evaluation Model for Minutiae-based Automatic Fingerprint Verification Systems, International Conference on Biometrics (Best Student paper), 2006.
2005
[J001] Yiu-Sang Moon, Jiansheng Chen, K.C. Chan, K. So, C. Woo, Wavelet Based Fingerprint Liveness Detection, Electronics Letters, Vol. 41, Issue 20, pp. 43-44, 2005 (web of science citation: 73)
[C004] Jiansheng Chen, Y.S. Moon, H.W. Yeung, Palmprint Authentication Using Time Series, International Conference on Audio- and Video-Based Biometric Person Authentication, 2005. (web of science citation: 2)
[C003] H.W. Yeung, Y.S. Moon, Jiansheng Chen, F. Chan, Y.M. Ng, H.S.Chung, A Comprehensive and Real-time Fingerprint Verification System for Embedded Devices, Proceedings of SPIE 5779: Biometric Technology for Human Identification, 2005 ( web of science citation: 1)
[C002] K.H. Pun, Y.S. Moon, Jiansheng Chen, H.W. Yeung, A Face Authentication System for Mobile Devices: Optimization Techniques, Proceedings of SPIE 5684: Multimedia on Mobile Devices, 2005.( web of science citation: 1)
2004
[C001] Jiansheng Chen, Y.S. Moon, K.F. Fong, Efficient Fingerprint Image Enhancement for Mobile Embedded Systems, Biometric Workshop, European Conference on Computer Vision, 2004.
