智能多媒体实验室

学术论文

期刊论文

Source-Free Open Compound Domain Adaptation in Semantic Segmentation, Yuyang Zhao, Zhong Zhun*, Zhiming Luo, Gim Hee Lee, Nicu Sebe, IEEE Transactions on Circuits and Systems for Video Technology, 2022. (CCF-B)

Joint Representation Learning and Keypoint Detection for Cross-view Geo-localizationJinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo*, Shaozi Li*, Yi Yang, Nicu SebeIEEE Transactions on Image Processing, 2022. (CCF-A)
* Graph-based Class-imbalance Learning with Label Enhancement, Du Guodong, Zhang Jia, Jiang Min, Long Jinyi, Li Shaozi(*), Tan Kay Chen, IEEE Transactions on Neural Networks and Learning Systems, 2021.  (CCF-B)
* Manifold Interpolation for Large-Scale Multiobjective Optimization via Generative Adversarial Networks, Z Wang, H Hong, K Ye, GE Zhang, M Jiang(*), KC Tan, IEEE Transactions on Neural Networks and Learning Systems, 2021.  (CCF-B)
* An Online Prediction Approach Based on Incremental Support Vector Machine for Dynamic Multiobjective Optimization, D Xu, M Jiang(*), W Hu, S Li, R Pan, GG Yen, IEEE Transactions on Evolutionary Computation, 2021.  (CCF-B)
* Solving hybrid charging strategy electric vehicle based dynamic routing problem via evolutionary multi-objective optimization, Z Wang, K Ye, M Jiang(*), J Yao, NN Xiong, GG Yen, Swarm and Evolutionary Computation, 2021
* Evolutionary Search with Multi-View Prediction for Dynamic Multi-objective Optimization,W Zhou, L Feng, KC Tan, M Jiang, Y Liu, IEEE Transactions on Evolutionary Computation, 2021.  (CCF-B)
* Inverse Gaussian Process Modeling for Evolutionary Dynamic Multiobjective Optimization, H Zhang, J Ding, M Jiang, KC Tan, T Chai, IEEE Transactions on Cybernetics, 2021.   (CCF-B)

* Improving Embedding Learning by Virtual Attribute Decoupling for Text-based Person Search, Chengji Wang, Zhiming Luo, Yaojin Lin, Shaozi Li,  Neural Computing and Application, 2021. (中科院2区)

* APRIL: Anatomical Prior-guided ReInforcement Learning for Accurate Carotid Lumen Diameter and Intima-media Thickness Measurement. Sheng Lian, Zhiming Luo, Cheng Feng, Shaozi Li, Shuo Li,  Medical Image Analysis, 2021. (中科院1区)

* Towards Graph-based Class-imbalance Learning for Hospital Readmission. Guodong Du, Jia Zhang, Fenglong Ma, Min Zhao, Yaojin Lin, Shaozi Li, Expert Systems with Applications, 2021. (中科院2区)

* SAFD: single shot anchor free face detector. Chengji Wang, Zhiming Luo, Zhun Zhong, Shaozi Li, Multimedia Tools and Applications, 2021 (CCF-C)
* Towards a unified multi-source-based optimization framework for multi-label learning. Jia Zhang, Candong Li, Zhenqing Sun, Zhiming Luo, Changen Zhou, Shaozi Li:  Applied Soft Computing, 2019. (中科院2区)
* Camstyle: a novel data augmentation method for person re-identification, Zhong Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, IEEE Transactions on Image Processing 2019.  (CCF-A)
* Multi-label learning with label-specific features by resolving label correlations, Jia Zhang, Candong Li, Donglin Cao, Yaojin Lin, Songzhi Su, Liang Dai, Shaozi Li, Knowledge-Based Systems 2019. (CCF-C)
* Leveraging Virtual and Real Person for Unsupervised Person Re-identification, Fengxiang Yang, Zhun Zhong, Zhiming Luo, Shaozi Li, IEEE Transactions on Multimedia, 2018. (CCF-B)
* Mutual information based multi-label feature selection via constrained convex optimization, Zhenqiang Sun, Jia Zhang, Liang Dai, Candong Li, Changen Zhou, Jiliang Xin, Shaozi Li. Neurocomputing, 2018. (CCF-C)
* Discriminative parts learning for 3D human action recognition, Min Huang, Guorong Cai, Hongbo Zhang, Sheng Yu, Dongying Gong, Donglin Cao, Shaozi Li, Songzhi Su, Neurocomputing, 2018. (CCF-C)
* Multifeature Selection for 3D Human Action Recognition, Min Huang, Song-Zhi Su, Hong-Bo Zhang, Guo-Rong Cai, Dongying Gong, Donglin Cao, Shao-Zi Li, ACM Transactions on Multimedia Computing, Communications, and Applications, 2018. (CCF-B)
* Liang Dai, Jia Zhang, Candong Li, Changen Zhou, Shaozi Li: Multi‐label feature selection with application to TCM state identification. Concurrency and Computation:Practice and Experience. (2018. 4区)
* Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang: CamStyle: A Novel Data Augmentation Method for Person Re-Identification. IEEE Transactions on Image Processing. (2018. 2区. A类)
* Zhiming Luo, B Frederic, Carl Lemaire, Janusz Konrad, Shaozi Li, Akshaya Mishra, Andrew Achkar, Justin Eichel, Pierre-Marc Jodoin: MIO-TCD: A new benchmark dataset for vehicle classification and localization. IEEE Transactions on Image Processing (2018. 2区A类)
* Wei Liu, Zhiming Luo, Shaozi Li: Improving Deep Ensemble Vehicle Classification by Using Selected Adversarial Samples. Knowledge-Based Systems (2018. 2区C类)
* Clement Zotti, Zhiming Luo, Alain Lalande, Pierre-Marc Jodoin: Convolutional Neural Network with Shape Prior Applied to Cardiac MRI Segmentation. IEEE Journal of Biomedical and Health Informatics (2018. 2区)
* Sheng Lian, Zhiming Luo, Zhun Zhong, Xiang Lin, Songzhi Su, Shaozi Li: Attention guided U-Net for accurate iris segmentation. Journal of Visual Communication and Image Representation(2018,3区C类)
* Min Huang, Guo-Rong Cai, Hongbo Zhang, Sheng Yu, Dong-Ying Gong, Donglin Cao, Shaozi Li, Song-Zhi Su: D iscriminative parts learning for 3D human action recognition. Neurocomputing 291:84-96 (2018. 2区)
* G Cai, S Su, W He, Y Wu, S Li: Combining 2D and 3D features to improve road detection based on stereo cameras. IET Computer Vision 12 (6), 834-843(2018. 4区)
* Minghui Shi, Changle Zhou, Jun Xie, Shaozi Li, Qingyang Hong, Min Jiang, Fei Chao, Weifeng Ren, Xiangqian Liu, Dajun Zhou, Tianyu Yang: Electroence phalogram-based brain-computer interface for the Chinese spelling system:a survey. Frontiers of IT & EE 19(3):423-436 (2018)
* Zhiming Luo, Pierre-Marc Jodoin, Song-Zhi Su, Shao-Zi Li, Hugo Larochelle: T raffic Analytics With Low-Frame-Rate Videos. IEEE Trans. Circuits Syst. Video Techn. 28(4): 878-891 (2018)
* Jia Zhang, Candong Li, Yaojin Lin, Youwei Shao, Shaozi Li: C omputational drug repositioning using collaborative filtering via multi-source fusion. Expert Syst. Appl. 84:281-289 (2017)
* Min Huang, Song-Zhi Su, Guo-Rong Cai, Hongbo Zhang, Donglin Cao, Shao-Zi Li: M eta-action descriptor for action recognition in RGBD video. IET Computer Vision 11(4):301-308 (2017)
* Sheng Yu, Yun Cheng, Li Xie, Shao-Zi Li: F ully convolutional networks for action recognition. IET Computer Vision 11(8):744-749 (2017)
* Zhun Zhong, Mingyi Lei, Donglin Cao, Jianping Fan, Shaozi Li: C lass-specific object proposals re-ranking for object detection in automatic driving. Neurocomputing 242:187-194 (2017)
* Sheng Yu, Yun Cheng, Li Xie, Zhiming Luo, Min Huang, Shaozi Li: A novel recurrent hybrid network for feature fusion in action recognition. J. Visual Communication and Image Representation 49:192-203 (2017)
* Dao-Xun Xia, Song-Zhi Su, Li-Chuan Geng, Guo-xi Wu, Shao-Zi Li: L earning rich features from objectness estimation for human lying-pose detection. Multimedia Syst. 23(4):515-526 (2017)
* Sheng Yu, Yun Cheng, Songzhi Su, Guo-Rong Cai, Shaozi Li: S tratified pooling based deep convolutional neural networks for human action recognition. Multimedia Tools Appl. 76(11):13367-13382 (2017)
* Zhun Zhong, Songzhi Su, Donglin Cao, Shaozi Li, Zhihan Lv: D etecting ground control points via convolutional neural network for stereo matching. Multimedia Tools Appl. 76(18):18473-18488 (2017)
* Wei Liu, Shaozi Li, Donglin Cao, Songzhi Su, Rongrong Ji: D etection based object labeling of 3D point cloud for indoor scenes. Neurocomputing 174:1101-1106 (2016)
* Li-Chuan Geng, Pierre-Marc Jodoin, Song-Zhi Su, Shao-Zi Li: C BDF: Compressed Binary Discriminative Feature. Neurocomputing 184:43-54 (2016)
* Yuanzheng Cai, Rongrong Ji, Shaozi Li: D ynamic programming based optimized product quantization for approximate nearest neighbor search. Neurocomputing 217:110-118 (2016)
* Yuanzheng Cai, Shaozi Li, Yun Cheng, Rongrong Ji: L ocal consistent hierarchical Hough Match for image re-ranking. J. Visual Communication and Image Representation 37:32-39 (2016)
* Si Chen, Shaozi Li, Rongrong Ji, Yan Yan, Shunzhi Zhu: D iscriminative local collaborative representation for online object tracking. Knowl.-Based Syst. 100:13-24 (2016)
* Shaozi Li, Miaohui Zhang, Songzhi Su, Bing Shuai, Rongrong Ji: D ecomposed human localization from social photo album. Multimedia Syst. 22(1):137-148 (2016)
* Wei Liu, Shaozi Li, Xianming Lin, Yun-Dong Wu, Rongrong Ji: S pectral-spatial co-clustering of hyperspectral image data based on bipartite graph. Multimedia Syst. 22(3):355-366 (2016)
* Donglin Cao, Rongrong Ji, Dazhen Lin, Shaozi Li: A cross-media public sentiment analysis system for microblog. Multimedia Syst. 22(4):479-486 (2016)
* Miaohui Zhang, Shaozi Li, Xianming Lin, Songzhi Su, Rongrong Ji: F ast verification via statistical geometric for mobile visual search. Multimedia Syst. 22(4) :525-534 (2016)
* Songzhi Su, Sin-Sian Wu, Shu-Yuan Chen, Der-Jyh Duh, Shaozi Li: M ulti-view fall detection based on spatio-temporal interest points. Multimedia Tools Appl. 75(14) :8469-8492 (2016)
* Donglin Cao, Rongrong Ji, Dazhen Lin, Shaozi Li: Visual sentiment topic model based microblog image sentiment analysis. Multimedia Tools Appl. 75(15):8955-8968 (2016)
* Shao-Zi Li, Bin Yu, Wei Wu, Song-Zhi Su, Rongrong Ji: Feature learning based on SAE-PCA network for human gesture recognition in RGBD images. Neurocomputing 151:565-573 (2015)
* Songzhi Su, Zhi-Hui Liu, Suping Xu, Shaozi Li, Rongrong Ji: Sparse auto-encoder based feature learning for human body detection in depth image. Signal Processing 112:43-52 (2015)
* Hongbo Zhang, Shaozi Li, Shu-Yuan Chen, Songzhi Su, Xianming Lin, Donglin Cao: Locating and recognizing multiple human actions by searching for maximum score subsequences. Signal, Image and Video Processing 9(3):705-714 (2015)
* Si Chen, Shaozi Li, Songzhi Su, Qi Tian, Rongrong Ji: Online MIL tracking with instance-level semi-supervised learning. Neurocomputing 139:272-288 (2014)
* Li-Chuan Geng, Songzhi Su, Donglin Cao, Shaozi Li: Perspective-Invariant Image Matching Framework with Binary Feature Descriptor and APSO. IJPRAI 28(8)(2014)
* Si Chen, Shaozi Li, Songzhi Su, Donglin Cao, Rongrong Ji: Online semi-supervised compressive coding for robust visual tracking. J. Visual Communication and Image Representation 25(5):793-804 (2014)
* Hongbo Zhang, Shang-An Li, Shu-Yuan Chen, Songzhi Su, Der-Jyh Duh, Shaozi Li: Adaptive photograph retrieval method. Multimedia Tools Appl. 70(3):2189-2209 (2014)
* Kuo-Wei Li, Shu-Yuan Chen, Songzhi Su, Der-Jyh Duh, Hongbo Zhang, Shaozi Li: Logo detection with extendibility and discrimination. Multimedia Tools Appl. 72(2):1285-1310 (2014)