Publications

Virtual to Real Reinforcement Learning for Autonomous Driving
Xinlei Pan, Yurong You, Ziyan Wang, Cewu Lu

In Proceedings of British Machine Vision Conference (BMVC), 2017


RSCM: Region Selection and Concurrency Model for Multi-class Weather Classification
Di Lin, Cewu Lu, Jiaya Jia

IEEE Transactions on Image Processing(TIP), 2017

(CCF A类)

Very Fast Abnormal Event Detection
Cewu Lu, Jianping Shi, Jiaya Jia

International Journal of Computer Vision (IJCV), 2017

(CCF A类)

RMPE: Regional Multi-person Pose Estimation
Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu
International Conference on Computer Vision, (ICCV), 2017
(CCF A类)

[paper][code][project]


Online Video Object Detetion using Assoiation LSTM
Yongyi Lu, Cewu Lu, Chi-keung Tang

International Conference on Computer Vision, (ICCV), 2017

(CCF A类)

Two-Class Weather Classification
Cewu Lu, Di Lin, Jiaya Jia, Li Xu, Chi-Keung Tang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 (Accepted)

(CCF A类)

Visual Relationship Detection with Language Priors
Cewu Lu*, Ranjay Krishna*, Michael Bernstein, Li Fei-Fei (*= equal contribution)
European Conference on Computer Vision (ECCV), 2016 (oral)
[pdf][dataset][code][project]

City-Scale Map Creation and Updating using GPS Collections
Chen Chen, Cewu Lu ,Qixing Huang, Dimitrios Gunopulos, Leonidas Guibas and Qiang Yang,

ACM Conference on Knowledge Discovery and Data Mining, (KDD), 2016

(CCF A类)

A Scalable Active Framework for Region Annotation in 3D Shape Collections
Eric Yi,Vladimir G. Kim, Duygu Ceylan,I-Chao Shen,Mengyan Li,Hao Su,Cewu Lu, Qixing Huang, Alla Sheffer and Leonidas Guibas

ACM Transactions on Graphics (ACM SIGGRAPH ASIA 2016)

(CCF A类)

L0 Regularized Stationary Time Estimation for Crowd Analysis
Shuai Yi, Xiaogang Wang, Cewu Lu , Jiaya Jia, Hongsheng Li.g

IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 2016

(CCF A类)

Contour Box: Rejecting Object Proposals Without Explicit Closed Contours
Cewu Lu , Shu Liu, Jiaya Jia and Chi-Keung Tang

International Conference on Computer Vision, (ICCV), 2015

(CCF A类)

Square Localization for Efficient and Accurate Object Detection
Cewu Lu , Yongyi Lu, Hao Chen and Chi-Keung Tang

International Conference on Computer Vision, (ICCV), 2015

(CCF A类)

Box Aggregation for Proposal Decimation: Last Mile of Object Detection
Shu Liu, Cewu Lu and Jiaya Jia

International Conference on Computer Vision, (ICCV), 2015

(CCF A类)

Real-Time Video Stylization Using Object Flows
Cewu Lu Yao Xiao and Chi-Keung Tang

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2015

(CCF A类)

Persional Object Discovery
Cewu Lu, Renjie Liao and Jiaya Jia.

IEEE Transactions on Image Processing(TIP), 2015

(CCF A类)

Improving Object Recognition with the l-Channel.
Cewu Lu, Efstratios Tsougenis and Chi-Keung Tang.
Pattern Recognition (PR) 2015

Deep LAC: Deep Localization, Alignment and Classification for Fine-grained Recognition.
Di Lin, Xiaoyong Shen, Cewu Lu and Jiaya Jia.

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

(CCF A类)

Complexity-Adaptive Distance Metric for Object Proposals Generation.
Yao Xiao, Cewu Lu and Chi-Keung Tang.

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

(CCF A类)

Sparsity-based color quantization with preserved image details.
Jinze Yu, Cewu Lu, Yoichi Sato.

(SIGGRAPH) Asia Poster, 2015

(CCF A类)

Contrast Preserving Decolorization with Perceptual-Based Quality Metrics.
Cewu Lu, Li Xu and Jiaya Jia.

International Journal of Computer Vision (IJCV), 2014

(CCF A类)

Two-Class Weather Classification.
Cewu Lu, Di Lin, Jiaya Jia, Chi-Keung Tang.

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

(CCF A类)

[paper][project][dataset]


Range-Sample Depth Feature for Action Recognition.
Cewu Lu, Jiaya Jia and Chi-Keung Tang.

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

(CCF A类)

[paper]


Learning Important Spatial Pooling Regions for Scene Classification.
Di Lin,Cewu Lu, Renjie Liao, Jiaya Jia.

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

(CCF A类)

[paper]


L0 Regularized Stationary Time Estimation for Crowd Group Analysis.
Shuai Yi, Xiaogang Wang, Cewu Lu and Jiaya Jia.

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

(CCF A类)

[paper]


Scale Adaptive Dictionary Learning.
Cewu Lu, Jianping Shi and Jiaya Jia.

IEEE Transactions on Image Processing (TIP) 2014

(CCF A类)

Abnormal Event Detection at 150 FPS in Matlab.
Cewu Lu, Jianping Shi, Jiaya Jia.

International Conference on Computer Vision, (ICCV),2013

(CCF A类)

[paper][project][dataset]


Online Robust Dictionary Learning.
Cewu Lu, Jianping Shi, Jiaya Jia.

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

(CCF A类)

[paper][matlab code][slides]


Real-time Contrast Preserving Decolorization.
Cewu Lu, Li Xu and Jiaya Jia.

ACM SIGGRAPH ASIA 2012 Technical Briefs (invited paper), 2012

(CCF A类)

[paper][matlab code]


Combining Sketch and Tone for Pencil Drawing Production.
Cewu Lu, Li Xu, Jiaya Jia.
Non-Photorealistic Animation and Rendering (NPAR), 2012
(Best Paper Award).
[project][paper] [slide][code of direction classification]

Contrast Preserving Decolorization.
Cewu Lu , Li Xu, Jiaya Jia.

IEEE International Conference on Computational Photography(ICCP), 2012

(CCF A类)

The method has been included in OpenCV 3.0 decolor
[ project][paper][matlab code][CCPR code]


Image Smoothing via L0 Gradient Minimization.
Cewu Lu* Li Xu*, Yi Xu, Jiaya Jia

ACM Transactions on Graphics, Vol. 30, No. 6 (ACM SIGGRAPH ASIA 2011), Dec. 2011

(CCF A类)

most cited paper among all papers in SIGGRAPH Asia recent 5 years.
[project][paper][matlab code]

Advertisements