Awesome Tracking

Key papers

• Fairmot: On The Fairness Of Detection And Re-identification In Multiple Object Tracking (2020)
  Yifu Zhang, Chunyu Wang, Xinggang Wang, et al.
  31.02
• Towards Real-time Multi-object Tracking (2019)
  Zhongdao Wang, Liang Zheng, Yixuan Liu, et al.
  28.64
• Higherhrnet: Scale-aware Representation Learning For Bottom-up Human Pose Estimation (2019)
  Bowen Cheng, Bin Xiao, Jingdong Wang, et al.
  27.97
• Rethinking The Competition Between Detection And Reid In Multi-object Tracking (2020)
  Chao Liang, Zhipeng Zhang, Xue Zhou, et al.
  24.06
• Discriminative Scale Space Tracking (2016)
  Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, et al.
  23.00
• Tubetk: Adopting Tubes To Track Multi-object In A One-step Training Model (2020)
  Bo Pang, Yizhuo Li, Yifan Zhang, et al.
  22.36
• How To Train Your Deep Multi-object Tracker (2019)
  Yihong Xu, Aljosa Osep, Yutong Ban, et al.
  22.35
• Deep Affinity Network For Multiple Object Tracking (2018)
  Shijie Sun, Naveed Akhtar, Huansheng Song, et al.
  22.06
• Tracking Without Bells And Whistles (2019)
  Philipp Bergmann, Tim Meinhardt, Laura Leal-Taixe
  22.04
• Hand Keypoint Detection In Single Images Using Multiview Bootstrapping (2017)
  Tomas Simon, Hanbyul Joo, Iain Matthews, et al.
  22.00
• Pose-guided Visible Part Matching For Occluded Person Reid (2020)
  Shang Gao, Jingya Wang, Huchuan Lu, et al.
  21.99
• Ranet: Ranking Attention Network For Fast Video Object Segmentation (2019)
  Ziqin Wang, Jun Xu, Li Liu, et al.
  21.97
• RTMO: Towards High-performance One-stage Real-time Multi-person Pose Estimation (2023)
  Peng Lu, Tao Jiang, Yining Li, et al.
  21.36
• Transcenter: Transformers With Dense Representations For Multiple-object Tracking (2021)
  Yihong Xu, Yutong Ban, Guillaume Delorme, et al.
  20.92
• Video Object Segmentation Using Space-time Memory Networks (2019)
  Seoung Wug Oh, Joon-Young Lee, Ning Xu, et al.
  20.78
• Swiftnet: Real-time Video Object Segmentation (2021)
  Haochen Wang, Xiaolong Jiang, Haibing Ren, et al.
  20.57
• MOTS: Multi-object Tracking And Segmentation (2019)
  Paul Voigtlaender, Michael Krause, Aljosa Osep, et al.
  20.41
• Youtube-vos: Sequence-to-sequence Video Object Segmentation (2018)
  Ning Xu, Linjie Yang, Yuchen Fan, et al.
  20.04
• Learning Feature Pyramids For Human Pose Estimation (2017)
  Wei Yang, Shuang Li, Wanli Ouyang, et al.
  19.60
• Quasi-dense Similarity Learning For Multiple Object Tracking (2020)
  Jiangmiao Pang, Linlu Qiu, Xia Li, et al.
  19.58
• Mhformer: Multi-hypothesis Transformer For 3D Human Pose Estimation (2021)
  Wenhao Li, Hong Liu, Hao Tang, et al.
  19.47
• Lighttrack: A Generic Framework For Online Top-down Human Pose Tracking (2019)
  Guanghan Ning, Heng Huang
  19.33
• Diverse Part Discovery: Occluded Person Re-identification With Part-aware Transformer (2021)
  Yulin Li, Jianfeng He, Tianzhu Zhang, et al.
  19.19
• Tokenpose: Learning Keypoint Tokens For Human Pose Estimation (2021)
  Yanjie Li, Shoukui Zhang, Zhicheng Wang, et al.
  19.16
• Cosypose: Consistent Multi-view Multi-object 6D Pose Estimation (2020)
  Yann Labbé, Justin Carpentier, Mathieu Aubry, et al.
  19.04
• Bi-directional Adapter For Multi-modal Tracking (2023)
  Bing Cao, Junliang Guo, Pengfei Zhu, et al.
  18.79
• Learning To Estimate Hidden Motions With Global Motion Aggregation (2021)
  Shihao Jiang, Dylan Campbell, Yao Lu, et al.
  18.71
• Lasot: A High-quality Large-scale Single Object Tracking Benchmark (2020)
  Heng Fan, Hexin Bai, Liting Lin, et al.
  18.67
• Cross-view Tracking For Multi-human 3D Pose Estimation At Over 100 FPS (2020)
  Long Chen, Haizhou Ai, Rui Chen, et al.
  18.65
• Dancetrack: Multi-object Tracking In Uniform Appearance And Diverse Motion (2021)
  Peize Sun, Jinkun Cao, Yi Jiang, et al.
  18.56
• Segment As Points For Efficient Online Multi-object Tracking And Segmentation (2020)
  Zhenbo Xu, Wei Zhang, Xiao Tan, et al.
  18.40
• Person Re-identification By Camera Correlation Aware Feature Augmentation (2017)
  Ying-Cong Chen, Xiatian Zhu, Wei-Shi Zheng, et al.
  18.33
• D3S -- A Discriminative Single Shot Segmentation Tracker (2019)
  Alan Lukežič, Jiří Matas, Matej Kristan
  18.07
• Hourglass Tokenizer For Efficient Transformer-based 3D Human Pose Estimation (2023)
  Wenhao Li, Mengyuan Liu, Hong Liu, et al.
  17.81
• Spatial-temporal Relation Networks For Multi-object Tracking (2019)
  Jiarui Xu, Yue Cao, Zheng Zhang, et al.
  17.66
• Humans In 4D: Reconstructing And Tracking Humans With Transformers (2023)
  Shubham Goel, Georgios Pavlakos, Jathushan Rajasegaran, et al.
  17.58
• Spm-tracker: Series-parallel Matching For Real-time Visual Object Tracking (2019)
  Guangting Wang, Chong Luo, Zhiwei Xiong, et al.
  17.55
• Blazingly Fast Video Object Segmentation With Pixel-wise Metric Learning (2018)
  Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, et al.
  17.46
• Parsing-based View-aware Embedding Network For Vehicle Re-identification (2020)
  Dechao Meng, Liang Li, Xuejing Liu, et al.
  17.42
• Relation Distillation Networks For Video Object Detection (2019)
  Jiajun Deng, Yingwei Pan, Ting Yao, et al.
  17.32
• Intra-inter Camera Similarity For Unsupervised Person Re-identification (2021)
  Shiyu Xuan, Shiliang Zhang
  17.32
• VRSTC: Occlusion-free Video Person Re-identification (2019)
  Ruibing Hou, Bingpeng Ma, Hong Chang, et al.
  17.14
• Learning To Track With Object Permanence (2021)
  Pavel Tokmakov, Jie Li, Wolfram Burgard, et al.
  17.11
• Sg-net: Spatial Granularity Network For One-stage Video Instance Segmentation (2021)
  Dongfang Liu, Yiming Cui, Wenbo Tan, et al.
  17.02
• Dmm-net: Differentiable Mask-matching Network For Video Object Segmentation (2019)
  Xiaohui Zeng, Renjie Liao, Li Gu, et al.
  17.02
• Separable Self And Mixed Attention Transformers For Efficient Object Tracking (2023)
  Goutam Yelluru Gopal, Maria A. Amer
  17.00
• Modular Interactive Video Object Segmentation: Interaction-to-mask, Propagation And Difference-aware Fusion (2021)
  Ho Kei Cheng, Yu-Wing Tai, Chi-Keung Tang
  16.86
• Arttrack: Articulated Multi-person Tracking In The Wild (2016)
  Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, et al.
  16.82
• Epipolar Transformers (2020)
  Yihui He, Rui Yan, Katerina Fragkiadaki, et al.
  16.71
• Beyond Triplet Loss: Person Re-identification With Fine-grained Difference-aware Pairwise Loss (2020)
  Cheng Yan, Guansong Pang, Xiao Bai, et al.
  16.67
• STA: Spatial-temporal Attention For Large-scale Video-based Person Re-identification (2018)
  Yang Fu, Xiaoyang Wang, Yunchao Wei, et al.
  16.61
• Leveraging Photometric Consistency Over Time For Sparsely Supervised Hand-object Reconstruction (2020)
  Yana Hasson, Bugra Tekin, Federica Bogo, et al.
  16.53
• End-to-end Referring Video Object Segmentation With Multimodal Transformers (2021)
  Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin
  16.45
• Efficient Loftr: Semi-dense Local Feature Matching With Sparse-like Speed (2024)
  Yifan Wang, Xingyi He, Sida Peng, et al.
  16.36
• Harvesting Multiple Views For Marker-less 3D Human Pose Annotations (2017)
  Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, et al.
  16.28
• Spatial-temporal Person Re-identification (2018)
  Guangcong Wang, Jianhuang Lai, Peigen Huang, et al.
  16.21
• Sparsett: Visual Tracking With Sparse Transformers (2022)
  Zhihong Fu, Zehua Fu, Qingjie Liu, et al.
  16.19
• Video Panoptic Segmentation (2020)
  Dahun Kim, Sanghyun Woo, Joon-Young Lee, et al.
  16.19
• Efficient Regional Memory Network For Video Object Segmentation (2021)
  Haozhe Xie, Hongxun Yao, Shangchen Zhou, et al.
  16.19
• Kernelized Memory Network For Video Object Segmentation (2020)
  Hongje Seong, Junhyuk Hyun, Euntai Kim
  16.14