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TOPICS



Abandoned Object Detection Face Recognition Image/Video Compression Transfer Learning
Action Recognition Face Spoofing Detection​ Motion analysis​ Video Coding
Artificial Intelligence Fashion Analytics Multimedia ​Video Object Segmentation
Biometrics Food Recognition Others Video Pornography Classification
Coding & Compression Forensics Pattern Recognition Visual Anomaly Detection
Compact Descriptors for Visual Search Generative Models Reflection Removal​ Visual Object Search
Computer Vision Gesture Recognition Saliency Detection Visual Object Segmentation
Data Mining Human Re-Identification Sentiment Analysis Visual Recognition
Database System Image Classification Sparse Coding Visual Scene Understanding
Deep Learning Image Quality Assessment Super Resolution Visual Tracking
Denoising Image/Video Captioning Text Analytics 3D Object Recognition

 

White Paper

  • Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey
    ​Li Wang, Gang Wang

    Abstract: Deep learning has recently achieved very promising results in a wide range of areas such as computer vision, speech recognition and natural language processing. It aims to learn hierarchical representations of data by using deep architecture models. In a smart city, a lot of data (e.g. videos captured from many distributed sensors) need to be automatically processed and analyzed. In this paper, we review the deep learning algorithms applied to video analytics of smart city in terms of different research topics: object detection, object tracking, face recognition and image classification.



Conference Journal Publications


Visual Object Search









































  • Object instance search in videos
    Jingjing Meng, Junsong Yuan, Gang Wang, Jianbo Xu, 2013 9th International Conference on Information, Communications and Signal Processing (ICICS)




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Compact Descriptors for Visual Search





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Visual Object Segmentation








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Visual Anomaly Detection

  • Temporal Robust Features for Violence Detection
    Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha, IEEE Winter Conference on Applications of Computer Vision (WACV) 2017








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Visual Scene Understanding









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Face Recognition





























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Deep Learning
















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Image Classification










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Visual Tracking









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Multimedia









  • Content Management in Media Cloud: QoE-Driven Approach and Cost-Efficient Perspective
    Weiwen Zhang, Yonggang Wen, Guanyu Gao, 2014 International Conference on Cloud Computing Research and Innovation (ICCCRI)




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Action Recognition























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Data Mining










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Database System




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Sentiment Analysis




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Video Coding








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Forensics






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Human Re-Identification


  • Attention Driven Person Re-Identification
    Fan Yang, Ke Yan, Shijian Lu, Huizhu Jia, Xiaodong Xie, Wen Gao, Pattern Recognition, Vol 86, February 2019 (https://arxiv.org/abs/1810.05866)​

  • Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification
    Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (https://arxiv.org/abs/1803.09937)

  • Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification
    Shan Lin, Haoliang Li, Chang-Tsun Li, Alex Chichung Kot, British Machine Vision Conference(BMVC) 2018 (https://arxiv.org/abs/1807.01440)










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Video Pornography Classification






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Face Spoofing Detection






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Motion Analysis



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Pattern Recognition




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Reflection Removal








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Video Object Segmentation





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Image/Video Compression




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Fashion Analytics






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Saliency Detection











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Visual Recognition






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Text Analytics




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Coding & Compression
















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Image Quality Assessment



















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Denoising





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Sparse Coding





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Image/Video Captioning





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Artificial Intelligence




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Generative Models




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Computer Vision




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Transfer Learning




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3D Object Recognition




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Abandoned Object Detection




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Food Recognition





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Biometrics




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Gesture Recognition




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Super Resolution





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Others

















  • Deep Video Hashing
    Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou, 2016 IEEE Transactions on Multimedia (TMM)














  • Glasses-free Light Field 3D Display
    Shizheng WANG, Xiangyu ZHANG, Qijia CHENG, Kaviya RAJENDRAN, Phil SURMAN, Junsong YUAN, Xiao Wei SUN, 2015 IEEE International Conference on Visual Communications and Image Processing (VCIP)






  • A Low Complexity Interest Point Detector​
    Jie Chen, Ling-Yu Duan, Feng Gao, Jianfei ​Cai , Kot, A.C., Tiejun Huang, IEEE Signal Processing Letters, Volume 22 (2014), Issue 2, Pages 172 - 176, February 2015









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