Publications

[37]Jointly Learning Deep Features, Deformable Parts, Occlusion and Classification for Pedestrian Detection

Wanli Ouyang, Huo Zhou, Hongsheng Li, Quanquan Li, Junjie Yan, and Xiaogang Wang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2017.

[pdf coming soon]

[36]Crafting GBD-Net for Object Detection

Xingyu Zeng, Wanli Ouyang, Junjie Yan, Hongsheng Li, Tong Xiao, Kun Wang, Yu Liu, Yucong Zhou, Bin Yang, Zhe Wang, Hui Zhou, Xiaogang Wang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2017.

[pdf]

[35]Recurrent Scale Approximation for Object Detection in CNN

Yu Liu, Hongyang Li, Junjie Yan, Xiaogang Wang, Xiaoou Tang

IEEE International Conference on Computer Vision(ICCV), 2017.

[pdf coming soon]

[34]Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification

Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, SHuai Yi, Jing Shao, Junjie Yan, Shengjin Wang, Hongsheng Li, Xiaogang Wang

IEEE International Conference on Computer Vision(ICCV), 2017.

[pdf coming soon]

[33]HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis

Xihui Liu, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang

IEEE International Conference on Computer Vision(ICCV), 2017.

[pdf coming soon]

[32]Mimicking Very Efficient Network for Object Detection

Quanquan Li, Shengying Jin, Junjie Yan.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[pdf coming soon]

[31]Quality Aware Network for Set to Set Recognition

Yu Liu, Junjie Yan, Wanli Ouyang.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[pdf coming soon]

[30]Scale-Aware Face Detection

Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[pdf coming soon]

[29]Object Detection in Vidoes with Tubelet Proposal Networks

Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[pdf coming soon]

[28]Spindle Net: Person Re-identification with Human Body Region Guided Feature Decomposition and Fusion

Haiyu Zhao, Maoqing Tian, Shuyang Sun, Jing Shao, Junjie Yan, Shuai Yi, Xiaogang Wang and Xiaoou Tang.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[pdf coming soon]

[27]T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos

Kai Kang, Hongsheng Li, Junjie Yan, Xingyu Zeng, Bin Yang, Tong Xiao, Cong Zhang, Zhe Wang, Ruohui Wang, Xiaogang Wang, Wanli Ouyang.

arXiv:1604.02532, 2016.

[pdf]

[26]DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks

Wanli Ouyang, Xingyu Zeng, Xiaogang Wang, Shi Qiu, Ping Luo, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Hongyang Li, Kun Wang, Junjie Yan, Chen-Change Loy, and Xiaoou Tang.

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2016.

[pdf coming soon]

[25]Gated Bi-directional CNN for Object Detection

Xingyu Zeng, Wanli Ouyang, Bin Yang, Junjie Yan, Xiaogang Wang.

European Conference on Computer Vision (ECCV), 2016.

[pdf coming soon]

[24]Objectness-aware Semantic Segmentation

Yuhang Wang, Jing Liu, Yong Li, Junjie Yan, Hanqing Lu.

ACM Multimedia Conference, 2016.

[pdf coming soon]

[23]CRAFT Objects from Images

Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

[pdf]

[22]Joint Training of Cascaded CNN for Face Detection

Hongwei Qin, Junjie Yan, Xiu Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

[pdf]

[21]Convolutional Channel Features

Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li.

IEEE International Conference on Computer Vision (ICCV), 2015.

[pdf][code]

[20]Object Detection by Labeling Superpixels

Junjie Yan, Yinan Yu, Xiangyu Zhu, Zhen Lei, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

[pdf]

[19]High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild

Xiangyu Zhu, Dong Yi, Junjie Yan, Zhen Lei, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

[pdf][code]

[18]Fine-grained Evaluation on Face Detection in the Wild

Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li.

IEEE International Conference on Automatic Face and Gesture Recognition (FG).2015.

[pdf][Link]

[17]Discriminative 3D Morphable Model Fitting

Xiangyu Zhu, Junjie Yan, Dong Yi, Zhen Lei, Stan Z. Li.

IEEE International Conference on Automatic Face and Gesture Recognition (FG).2015.

[pdf]

[16]Stacked Deformable Part Model with Shape Regression for Object Part Localization

Junjie Yan, Zhen Lei, Yang Yang, Stan Z. Li.

European Conference on Computer Vision (ECCV), 2014.

[pdf]

[15]Salient Color Names for Person Re-Identification

Yang Yang, Jimei Yang, Junjie Yan, Shengcai Liao, Dong Yi, Stan Z. Li.

European Conference on Computer Vision (ECCV), 2014.

[pdf]

[14]The Fastest Deformable Part Model for Object Detection

Junjie Yan, Zhen Lei, Longyin Wen, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

[pdf][Result on FDDB]

[13]Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph

Longyin Wen, Wenbo Li, Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

[pdf]

[12]Robust Multi-Resolution Pedestrian Detection in Traffic Scenes

Junjie Yan, Xucong Zhang, Zhen Lei, Shengcai Liao, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013.

(Oral, acceptance rate 3.2%)

[pdf][Supplemental Material][Result on Caltech]

[11]Multi-Pedestrian Detection in Crowded Scenes: A Global View

Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

[pdf]

[10]Aggregated Channel Features for Multi-view Face Detection

Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li

IEEE\IAPR International Joint Conference on Biometrics (IJCB), 2014.

(Oral, IAPR Best Biometrics Student Paper Award)

[pdf]

[10]Adaptive Structural Model for Video Based Pedestrian Detection

Junjie Yan, Bin Yang, Zhen Lei, Stan Z. Li.

Asia Conference on Computer Vision, 2014.

[pdf comming soon]

[9]Face Detection by Structural Models

Junjie Yan, Xucong Zhang, Zhen Lei, Stan Z. Li.

Image and Vision Computing Journal, accepted in Special Issue on The Best of FG 2013.

[pdf]

[8]Structural Models for Face Detection

Junjie Yan, Xucong Zhang, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2013.

(Oral, Best Student Paper Honorable Mention)

[pdf][Video]

[7]Learn to Combine Multiple Hypotheses for Accurate Face Alignment

Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE ICCV workshop on 300 Faces in-the-Wild Challenge (300-W), 2013.

(Winner of the 300-W Challenge)

[pdf][link]

[6]Real-time High Performance Deformable Model for Face Detection in the Wild

Junjie Yan, Xucong Zhang, Zhen Lei, Dong Yi, Stan Z. Li.

IAPR\IEEE International Conference on Biometrics (ICB), 2013.

[pdf]

[5]Water Filling: Robust People Counting via Vertical Kinect Sensor

Xucong Zhang, Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2012. (Oral)

[pdf][Video]

[4]Towards Incremental and Large Scale Face Recognition

Junjie Yan, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE\IAPR International Joint Conference on Biometrics (IJCB), 2011.

[pdf]

[3]Anti-spoofing Attacks in Face Biometrics: A Comprehensive Database and A Baseline

Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi, Stan Z. Li.

IAPR/IEEE International Conference on Biometrics (ICB), 2012.

[pdf]

[2]Face Liveness Detection by Exploring Multiple Scenic Clues

Junjie Yan, Zhiwei Zhang, Zhen Lei, Dong Yi, Stan Z. Li.

IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV), 2012. (Oral)

(Winner of IJCB2011 2-D Facial Spoofing Competition)

[pdf]

[1]Competition on Counter Measures to 2-D Facial Spoofing Attacks

M. Chakka , A. Anjos , S. Marcel , R. Tronci , D. Muntoni, G. Fadda, M. Pili, N. Sirena, G. Murgia, M. Ristori, F. Roli, Junjie Yan, D. Yi, Z. Lei,Z. Zhang, Stan Li, W. Schwartz, A. Rocha, H. Pedrini, J. Lorenzo, M. Santana, J. Matti, A. Hadid , M. Pietikinen.

IEEE\IAPR International Joint Conference on Biometrics (IJCB), 2011.

[pdf]

Competitions

Winner of ImageNet Object Detection Challenge, 2016. (CUImage Team)
Winner of ImageNet Video Object Detection Challenge with provided data, 2015. (CUVideo Team) [slides]
Rank the 3rd in ImageNet Detection Challenge 2014.
Winner of ICCV2013 300-W face alignment challenge, 2013
Winner of IJCB2011 competition of 2D face antispoofing, 2011
Meritorious Winner in International Mathematical Contest in Modeling, 2009

Awards

Excellent Graduate Student, Chinese Academy of Sciences, 2015
National PhD Fellowship, 2014
Baidu Fellowship, 2014
IAPR (International Association of Pattern Recognition) Best Biometrics Student Paper Award, 2014
Excellent Research Intern at Baidu IDL (one of two research interns), 2014
Best Student Paper Honorable Mention Award in IEEE FG2013, 2013
Excellent students in Chinese Academy of Sciences, 2013 and 2014
Pan-Deng Scholarship, Institute of Automation, Chinese Academy of Sciences, 2012. 2013 and 2014
Excellent Graduate Student, Southeast University, 2010
Excellent Dissertations Award, Southeast University, 2010
Baosteel Fellowship Award, Baosteel group corporation, 2010
President Fellowship Award, Southeast University, 2008