ECCV 2020 论文大盘点-目标跟踪篇

论文速递 Admin ⋅ 于 1个月前 ⋅ 378 阅读
  1. Segment as Points for Efficient Online Multi-Object Tracking and Segmentation
    论文|https://arxiv.org/abs/2007.01550
    作者|Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Huan Huang, Shilei Wen, Errui Ding, Liusheng Huang
    代码|https://github.com/detectRecog/PointTrack

  2. Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking
    论文|https://arxiv.org/abs/2007.14557
    作者|Jinlong Peng, Changan Wang, Fangbin Wan, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu

  3. Tracking objects as points

  4. TAO: A Large-scale Benchmark for Tracking Any Object
    论文|https://arxiv.org/abs/2005.10356
    作者|Achal Dave, Tarasha Khurana, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan
    代码|https://github.com/TAO-Dataset/tao

  5. Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation
    论文|http://arxiv.org/abs/2007.15258
    作者|Kazuya Nishimura, Junya Hayashida, Chenyang Wang, Dai Fei Elmer Ker, Ryoma Bise
    代码|https://github.com/naivete5656/WSCTBFP

  6. Towards End-to-end Video-based Eye-Tracking
    论文|https://arxiv.org/abs/2007.13120
    作者|Seonwook Park, Emre Aksan, Xucong Zhang, Otmar Hilliges
    代码|https://ait.ethz.ch/projects/2020/EVE

  7. Unsupervised Video Object Segmentation with Joint Hotspot Tracking

  8. Learning Feature Embeddings for Discriminant Model based Tracking

  9. Guessing State Tracking for Visual Dialogue
    论文|https://arxiv.org/abs/2002.10340
    作者|Wei Pang, Xiaojie Wang
    代码|https://github.com/xubuvd/guesswhat

  10. TRADI: Tracking deep neural network weight distributions
    论文|https://arxiv.org/abs/1912.11316
    作者|Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch

  11. Deep Learning-based Pupil Center Detection for Fast and Accurate Eye Tracking System
    demo|https://www.youtube.com/watch?v=8t2FLz_ucvs

  12. Robust Tracking against Adversarial Attacks
    论文|https://arxiv.org/abs/2007.09919
    作者|Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang

  13. Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos
    论文|https://arxiv.org/abs/2004.12652
    作者|Umer Rafi, Andreas Doering, Bastian Leibe, Juergen Gall

  14. CLNet: A Compact Latent Network for Fast Adjusting Siamese Tracker

  15. Learning Object-aware Anchor-free Networks for Real-time Object Tracking
    论文|https://arxiv.org/pdf/2006.10721.pdf
    作者|Zhipeng Zhang,Houwen Peng,Jianlong Fu,Bing Li,Weiming Hu
    代码|https://github.com/researchmm/TracKit

  16. Object Tracking using Spatio-Temporal Networks for Future Prediction Location

  17. LC-VSLAM: Real-time Tracking and Bundle Adjustment in Line-Cloud

  18. Challenge-Aware RGBT Tracking
    论文|https://arxiv.org/abs/2007.13143
    作者|Chenglong Li, Lei Liu, Andong Lu, Qing Ji, Jin Tang

  19. PG-Net: Pixel to Global Matching Network for Visual Tracking

  20. Temporal Keypoint Matching and Refinement Network for Pose Estimation and Tracking
    论文|http://web.cs.ucla.edu/~zhou.ren/ECCV2020_poseTracking.pdf
    作者|Chunluan Zhou,Zhou Ren,Gang Hua

  21. Know Your Surroundings: Exploiting Scene Information for Object Tracking
    论文|https://arxiv.org/abs/2003.11014
    作者|Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte

  22. Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking
    论文|https://www.crcv.ucf.edu/wp-content/uploads/2020/07/Publications_Simultaneous-Detection-and-Tracking-with-Motion-Modelling-for-Multiple-Object-Tracking.pdf
    作者|ShiJie Sun, Naveed Akhtar, XiangYu Song, HuanSheng Song, Ajmal Mian, and Mubarak Shah
    代码|https://github.com/shijieS/OmniMOTDataset

  23. SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking
    论文|https://arxiv.org/abs/1910.08681
    作者|Qing Guo, Xiaofei Xie, Felix Juefei-Xu, Lei Ma, Zhongguo Li, Wanli Xue, Wei Feng, Yang Liu

  24. Efficient Adversarial Attacks for Visual Object Tracking
    论文|https://arxiv.org/abs/2008.00217
    作者|Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao

  25. Tracking Emerges by Looking Around Static Scenes, with Neural 3D Mapping
    论文|https://arxiv.org/abs/2008.01295
    作者|Adam W. Harley, Shrinidhi K. Lakshmikanth, Paul Schydlo, Katerina Fragkiadaki

  26. Stereo Event-based Particle Tracking Velocimetry for 3D Fluid Flow Reconstruction

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