著作和译著
书籍:讲述机器学习中最为重要一些模型机器学习,负责其中四章特别讲述最新深度学习相关模型。
谢剑斌,兴军亮等著,《机器学习二十讲》,清华大学出版社,2015年2月。
译著:两本译著分别为图像处理领域经典教材和计算机视觉领域最新专著。
兴军亮等译,《图像处理、分析与机器视觉(第4版)》,清华大学出版社,2016年1月。
艾海舟,兴军亮等译,《计算机视觉:算法与应用》,清华大学出版社,2012年1月。期刊论文
[1]. Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Xi Zhou,
Shuicheng Yan. Towards Multi-view and Partially-occluded Face Alignment.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),
accepted 2017.(模式识别和计算机视觉领域重要国际期刊)
[2]. Junliang Xing, Weiming Hu, Haizhou Ai, Shuicheng Yan. FatRegion: A
Fast, Adaptive, Tree-structured Region Extraction Approach. IEEE
Transactions on Circuits, System and Video Technology (TCSVT), accepted
2016.
[3]. Junliang Xing, Kai Li, Weiming Hu, Chunfeng Yuan, Haibin Ling.
Diagnosing Deep Learning Models for High Accuracy Age Estimation from A
Single Image. Pattern Recognition (PR), vol. 66, pp. 95-105, 2017.
(模式识别领域重要国际期刊)
[4]. Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang, and Steve Maybank,
Semi-Supervised Tensor-Based Graph Embedding Learning and Its
Application to Visual Discriminant Tracking, IEEE Transactions on
Pattern Analysis and Machine Intelligence (TPAMI), accepted, 2016.
(模式识别和计算机视觉领域重要国际期刊)
[5]. Bin Li, Weihua Xiong, Weiming Hu, Brian Funt, and Junliang Xing,
Multi-Cue Illumination Estimation via a Tree-Structured Group Joint
Sparse Representation, International Journal on Computer Vision (IJCV),
vol. 117, no. 1, pp. 21-47, March 2016. (计算机视觉领域重要国际期刊)
[6]. Luoqi Liu*, Junliang Xing*, Hui Xu, Si Liu, Xi Zhou, Shuicheng Yan.
“Wow! You Are So Beautiful Today!” ACM Transactions Multimedia
Computing, Communication, and Applications (ACM TOM), 2014.
(多媒体领域重要国际期刊)
[7]. Liwei Liu, Junliang Xing, Haizhou Ai. Scene Transformation for
Detector Adaptation. Pattern Recognition Letters (PRL), vol. 36, pp.
154-160. 2014. (模式识别领域重要国际期刊)
[8]. Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan. Circle
& Search: Attribute-aware Shoe Retrieval. ACM Transactions Multimedia
Computing, Communication, and Applications (ACM TOM), 2014.
(多媒体领域重要国际期刊)
[9]. Genquan Duan, Haizhou Ai, Junliang Xing, Song Cao and Shihong Lao,
Scene Aware Detection and Block Assignment Tracking in Crowded Scenes,
Image and Vision Computing (IVC), vol. 30, no. 4, pp. 292-305, May,
2012. (图像视觉计算领域重要国际期刊)
[10]. Junliang Xing, Haizhou Ai, Liwei Liu and Shihong Lao, Multiple
Players Tracking in Sports Video: a Dual-Mode Two-Way Bayesian Inference
Approach with Progressive Observation Modeling, IEEE Transactions on
Image Processing (TIP), vol. 20, no. 6, pp. 1652-67, Jun, 2011.
(图像处理领域重要国际期刊)
会议论文
[1]. Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu.
An end-to-end spatio-temporal attention model for human action
recognition from skeleton data. In AAAI Conference on Artificial
Intelligence (AAAI), 2017. (人工智能领域重要国际会议)
[2]. Shengtao Xiao, Jiashi Feng, Junliang Xing, Hanjiang Lai, Shuicheng
Yan, Ashraf Kassim. Robust Facial Landmark Detection via Recurrent
Attentive-Refinement. In European Conference on Computer Vision (ECCV),
2016. (计算机视觉领域重要国际会议)
[3]. Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian, Ashraf
Kassim. Deep Attributes Driven Person Re-identification. In European
Conference on Computer Vision (ECCV), 2016. (计算机视觉领域重要国际会议)
[4]. Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan,
Jiaying Liu. Online Human Action Detection using Joint
Classification-Regression Recurrent Neural Networks. In IEEE European
Conference on Computer Vision (ECCV), 2016. (计算机视觉领域重要国际会议)
[5]. Xinchu Shi, Haibing Lin, Weiming Hu, Junliang Xing, and Yanning
Zhang. Tensor Power Iteration for Multi-Graph Matching. IEEE
International Conference Computer Vision Pattern Recognition (CVPR),
2016. (计算机视觉和模式识别领域重要国际会议)
[6]. Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li
Shen, Xiaohui Xie. Co-occurrence Feature Learning for Skeleton based
Action Recognition using Regularized Deep LSTM Networks. AAAI Annual
Conference Artificial Intelligence (AAAI), 2016. (人工智能领域重要国际会议)
[7]. Lin Ma, Xiaoqin Zhang, Weiming Hu, Junling Xing, Jiwen Lu, Jie
Zhou. Local Subspace Collaborative Tracking. IEEE International
Conference Computer Vision (ICCV), 2015. (计算机视觉领域重要国际会议)
[8]. Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng
Yan. Shape Driven Kernel Adaptation in Convolutional Neural Network for
Robust Facial Traits Recognition. IEEE International Conference Computer
Vision Pattern Recognition (CVPR), 2015. (计算机视觉和模式识别领域重要国际会议)
[9]. Mengdan Zhang, Junliang Xing, Jin Gao and Weiming Hu. Robust visual
tracking using joint scale-spatial correlation filters. IEEE
International Conference on Image Processing (ICIP), 2015.
(图像处理领域重要国际会议)
[10]. Yabo Fan, Junliang Xing, and Weiming Hu. Load-balanced
locality-sensitive hashing: A new method for efficient near duplicate
image detection. IEEE International Conference on Image Processing
(ICIP), 2015. (图像处理领域重要国际会议)
[11]. Junliang Xing, Liwei Liu, Haizhou Ai and Shihong Lao. Robust Crowd
Counting Using Detection Flow, IEEE International Conference on Image
Processing (ICIP), 2011. (图像处理领域重要国际会议)
[12]. Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, and
Weiming Hu. Joint Scale-Spatial Correlation Tracking With Adaptive
Rotation Estimation. IEEE International Conference Computer Vision
Workshops (ICCVW), 2015.
[13]. Jin Gao, Haibin Lin, Weiming Hu, Junliang Xing. Transfer Learning
Based Visual Tracking with Gaussian Process Regression. IEEE Eur.
Conference Computer Vision (ECCV), 2014. (计算机视觉领域三大重要国际会议之一)
[14]. Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng
Yan. Towards Multi-view and Partially-occluded Face Alignment. IEEE
International Conference Computer Vision Pattern Recognition(CVPR),
2014. (计算机视觉和模式识别领域重要国际会议)
[15]. Xinchu Shi, Haibin Lin, Weimign Hu, Chunfeng Yuan, Junliang Xing.
Multi-target Tracking with Motion Context in Tensor Power Iteration.
IEEE International Conference Computer Vision Pattern Recognition
(CVPR), 2014. (计算机视觉和模式识别领域重要国际会议)
[16]. Junliang Xing, Jin Gao, Bin Li, Weiming Hu, Shuicheng Yan. Robust
Object Tracking with Online Multi-lifespan Dictionary Learning. IEEE
International Conference Computer Vision (ICCV), 2013.(计算机视觉领域重要国际会议)
[17]. Jin Gao, Junliang Xing, Weiming Hu. Discriminant Tracking Using
Tensor Representation with Semi-supervised Improvement. IEEE
International Conference Computer Vision (ICCV), 2013.(计算机视觉领域重要国际会议)
[18]. Xinchu Shi, Haibin Ling, Junliang Xing, Weiming Hu. Multi-target
Tracking by Rank-1 Tensor Approximation. IEEE International Conference
Computer Vision Pattern Recognition (CVPR), 2013. (计算机视觉和模式识别领域重要国际会议)
[19]. Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan.
“Wow! You Are So Beautiful Today!” ACM International Conference
Multimedia (ACM MM), 2013. (多媒体领域重要国际会议,大会唯一最佳论文奖)
[20]. Junliang Xing, Haizhou Ai and Shihong Lao, Multi-Object Tracking
through Occlusions by Local Tracklets Filtering and Global Tracklets
Association with Detection Responses, IEEE Computer Society Conference
on Computer Vision and Pattern Recognition (CVPR), 2009. (计算机视觉领域重要国际会议)
[21]. Junliang Xing, Haizhou Ai and Shihong Lao, Multiple Human Tracking
Based on Multi-View Upper-Body Detection and Discriminative Learning,
IEEE International Conference on Pattern Recognition (ICPR), 2010.
(模式识别领域重要国际会议)
[22]. Junliang Xing, Liwei Liu, Haizhou Ai and Shihong Lao. Robust Crowd
Counting Using Detection Flow, IEEE International Conference on Image
Processing (ICIP), 2011. (图像处理领域重要国际会议)
[23]. Junliang Xing, Liwei Liu and Haizhou Ai, Background Subtraction
through Multiple Life Span Modeling, IEEE International Conference on
Image Processing (ICIP), 2011. (图像处理领域重要国际会议)
[24]. Junliang Xing, Haizhou Ai and Shihong Lao. Hierarchical Pedestrian
Segmentation in Video, IEEE Asian Conference on Pattern Recognition
(ACPR), 2011.
[25]. Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang. Graph Embedding
Based Semi-Supervised Discriminative Tracker. IEEE International
Conference Computer Vision Workshops (ICCVW), 2013.
[26]. Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang, Ruiguang Hu.
Multi-object Tracking under Occlusion Using Dual-Mode Graph Embedding.
Asian Conference on Pattern Recognition (ACPR), 2013.
[27]. Jun Li, Shan Zhou, Junliang Xing, Changyin Sun, Weiming Hu. An
Efficient Approach to Web Near-Duplicate Image Detection. Asian
Conference on Pattern Recognition (ACPR), 2013.
[28]. Liwei Liu, Junliang Xing, Haizhou Ai. Online Structure Learning
for Robust Object Tracking. IEEE International Conference Image
Processing (ICIP), 2013. (图像处理领域重要国际会议)
[29]. Lin Ma, Junliang Xing, Xiaoqin Zhang, Weiming Hu. Adaptive
Cooperative Tracking Based on Multi-Graph Embedding and Markov Random
Field. IEEE International Conference Acoust., Speech, Signal Processing
(ICASSP), 2013. (语音信号处理领域重要国际会议)
[30]. Lin Ma, Junliang Xing, Xiaoqin Zhang, Weiming Hu. Distance Map of
Various Weights: a New Feature for Adaptive Object Tracking. IEEE
International Conference Acoust., Speech, Signal Processing (ICASSP),
2013. (语音信号处理领域重要国际会议)
[31]. Liwei Liu, Junliang Xing, Haizhou Ai, Xiang Ruan. Hand posture
recognition using finger geometric feature. IEEE International
Conference Pattern Recognition (ICPR), 2012. (模式识别领域重要国际会议)
[32]. Liwei Liu, Junliang Xing, Haizhou Ai, Shihong Lao. Semantic
superpixel based vehicle tracking. IEEE International Conference Image
Processing (ICPR), 2012. (模式识别领域重要国际会议)
[33]. Lei Sun, Junliang Xing, Haizhou Ai, Shihong Lao. A tracking based
fast online complete video synopsis approach. IEEE International
Conference Pattern Recognition (ICPR), 2012. (模式识别领域重要国际会议) |