ECCV 2020 论文大盘点-目标跟踪篇

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

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

Tracking objects as points

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

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

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

Unsupervised Video Object Segmentation with Joint Hotspot Tracking

Learning Feature Embeddings for Discriminant Model based Tracking

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

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

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

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

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

CLNet: A Compact Latent Network for Fast Adjusting Siamese Tracker

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

Object Tracking using Spatio-Temporal Networks for Future Prediction Location

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

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

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

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

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

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

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

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

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