Awesome Object Detection

Key papers

• Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows (2021)
  Ze Liu, Yutong Lin, Yue Cao, et al.
  38.40
• End-to-end Object Detection With Transformers (2020)
  Nicolas Carion, Francisco Massa, Gabriel Synnaeve, et al.
  38.37
• Pyramid Vision Transformer: A Versatile Backbone For Dense Prediction Without Convolutions (2021)
  Wenhai Wang, Enze Xie, Xiang Li, et al.
  33.76
• Fairmot: On The Fairness Of Detection And Re-identification In Multiple Object Tracking (2020)
  Yifu Zhang, Chunyu Wang, Xinggang Wang, et al.
  31.02
• Focal Loss For Dense Object Detection (2017)
  Tsung-Yi Lin, Priya Goyal, Ross Girshick, et al.
  30.00
• Region Proposal By Guided Anchoring (2019)
  Jiaqi Wang, Kai Chen, Shuo Yang, et al.
  29.56
• Unified Perceptual Parsing For Scene Understanding (2018)
  Tete Xiao, Yingcheng Liu, Bolei Zhou, et al.
  29.22
• Towards Real-time Multi-object Tracking (2019)
  Zhongdao Wang, Liang Zheng, Yixuan Liu, et al.
  28.64
• Real-time Scene Text Detection With Differentiable Binarization (2019)
  Minghui Liao, Zhaoyi Wan, Cong Yao, et al.
  28.03
• Reppoints: Point Set Representation For Object Detection (2019)
  Ze Yang, Shaohui Liu, Han Hu, et al.
  27.99
• Higherhrnet: Scale-aware Representation Learning For Bottom-up Human Pose Estimation (2019)
  Bowen Cheng, Bin Xiao, Jingdong Wang, et al.
  27.97
• Rotate To Attend: Convolutional Triplet Attention Module (2020)
  Diganta Misra, Trikay Nalamada, Ajay Uppili Arasanipalai, et al.
  27.62
• M2det: A Single-shot Object Detector Based On Multi-level Feature Pyramid Network (2018)
  Qijie Zhao, Tao Sheng, Yongtao Wang, et al.
  27.18
• A Survey On Visual Transformer (2020)
  Kai Han, Yunhe Wang, Hanting Chen, et al.
  26.80
• Detrs Beat Yolos On Real-time Object Detection (2023)
  Yian Zhao, Wenyu Lv, Shangliang Xu, et al.
  26.09
• Few-shot Object Detection With Attention-rpn And Multi-relation Detector (2019)
  Qi Fan, Wei Zhuo, Chi-Keung Tang, et al.
  25.47
• Involution: Inverting The Inherence Of Convolution For Visual Recognition (2021)
  Duo Li, Jie Hu, Changhu Wang, et al.
  25.47
• Ccnet: Criss-cross Attention For Semantic Segmentation (2018)
  Zilong Huang, Xinggang Wang, Yunchao Wei, et al.
  25.44
• Querydet: Cascaded Sparse Query For Accelerating High-resolution Small Object Detection (2021)
  Chenhongyi Yang, Zehao Huang, Naiyan Wang
  25.25
• SCAN: Learning To Classify Images Without Labels (2020)
  Wouter van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, et al.
  25.15
• Side-aware Boundary Localization For More Precise Object Detection (2019)
  Jiaqi Wang, Wenwei Zhang, Yuhang Cao, et al.
  24.91
• Rethinking RGB-D Salient Object Detection: Models, Data Sets, And Large-scale Benchmarks (2019)
  Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, et al.
  24.88
• Detect-to-retrieve: Efficient Regional Aggregation For Image Search (2018)
  Marvin Teichmann, Andre Araujo, Menglong Zhu, et al.
  24.71
• Scale Match For Tiny Person Detection (2019)
  Xuehui Yu, Yuqi Gong, Nan Jiang, et al.
  24.55
• Structure-measure: A New Way To Evaluate Foreground Maps (2017)
  Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, et al.
  24.07
• Rethinking The Competition Between Detection And Reid In Multi-object Tracking (2020)
  Chao Liang, Zhipeng Zhang, Xue Zhou, et al.
  24.06
• NAS-FPN: Learning Scalable Feature Pyramid Architecture For Object Detection (2019)
  Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang, et al.
  24.01
• Grounding DINO: Marrying DINO With Grounded Pre-training For Open-set Object Detection (2023)
  Shilong Liu, Zhaoyang Zeng, Tianhe Ren, et al.
  23.46
• TOOD: Task-aligned One-stage Object Detection (2021)
  Chengjian Feng, Yujie Zhong, Yu Gao, et al.
  23.11
• Objects Are Different: Flexible Monocular 3D Object Detection (2021)
  Yunpeng Zhang, Jiwen Lu, Jie Zhou
  23.03
• Panoptic Feature Pyramid Networks (2019)
  Alexander Kirillov, Ross Girshick, Kaiming He, et al.
  22.98
• Dual-level Collaborative Transformer For Image Captioning (2021)
  Yunpeng Luo, Jiayi Ji, Xiaoshuai Sun, et al.
  22.95
• Bottleneck Transformers For Visual Recognition (2021)
  Aravind Srinivas, Tsung-Yi Lin, Niki Parmar, et al.
  22.72
• Weakly-supervised Salient Object Detection Via Scribble Annotations (2020)
  Jing Zhang, Xin Yu, Aixuan Li, et al.
  22.59
• Multi-scale Vision Longformer: A New Vision Transformer For High-resolution Image Encoding (2021)
  Pengchuan Zhang, Xiyang Dai, Jianwei Yang, et al.
  22.55
• Egnet:edge Guidance Network For Salient Object Detection (2019)
  Jia-Xing Zhao, Jiangjiang Liu, Den-Ping Fan, et al.
  22.41
• Tubetk: Adopting Tubes To Track Multi-object In A One-step Training Model (2020)
  Bo Pang, Yizhuo Li, Yifan Zhang, et al.
  22.36
• Contournet: Taking A Further Step Toward Accurate Arbitrary-shaped Scene Text Detection (2020)
  Yuxin Wang, Hongtao Xie, Zhengjun Zha, et al.
  22.25
• Simple Copy-paste Is A Strong Data Augmentation Method For Instance Segmentation (2020)
  Golnaz Ghiasi, Yin Cui, Aravind Srinivas, et al.
  22.19
• Mask Textspotter V3: Segmentation Proposal Network For Robust Scene Text Spotting (2020)
  Minghui Liao, Guan Pang, Jing Huang, et al.
  22.16
• Gliding Vertex On The Horizontal Bounding Box For Multi-oriented Object Detection (2019)
  Yongchao Xu, Mingtao Fu, Qimeng Wang, et al.
  22.09
• Distribution Alignment: A Unified Framework For Long-tail Visual Recognition (2021)
  Songyang Zhang, Zeming Li, Shipeng Yan, et al.
  22.08
• 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
• Detectors: Detecting Objects With Recursive Feature Pyramid And Switchable Atrous Convolution (2020)
  Siyuan Qiao, Liang-Chieh Chen, Alan Yuille
  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
• Dynamic Head: Unifying Object Detection Heads With Attentions (2021)
  Xiyang Dai, Yinpeng Chen, Bin Xiao, et al.
  21.96
• Bottom-up Object Detection By Grouping Extreme And Center Points (2019)
  Xingyi Zhou, Jiacheng Zhuo, Philipp Krähenbühl
  21.92
• Feature Selective Anchor-free Module For Single-shot Object Detection (2019)
  Chenchen Zhu, Yihui He, Marios Savvides
  21.85
• Detection In Crowded Scenes: One Proposal, Multiple Predictions (2020)
  Xuangeng Chu, Anlin Zheng, Xiangyu Zhang, et al.
  21.83
• Vision Transformer With Deformable Attention (2022)
  Zhuofan Xia, Xuran Pan, Shiji Song, et al.
  21.78
• Pixel-in-pixel Net: Towards Efficient Facial Landmark Detection In The Wild (2020)
  Haibo Jin, Shengcai Liao, Ling Shao
  21.70
• Distilling Object Detectors Via Decoupled Features (2021)
  Jianyuan Guo, Kai Han, Yunhe Wang, et al.
  21.66
• Hierarchical Dynamic Filtering Network For RGB-D Salient Object Detection (2020)
  Youwei Pang, Lihe Zhang, Xiaoqi Zhao, et al.
  21.50
• Vinvl: Revisiting Visual Representations In Vision-language Models (2021)
  Pengchuan Zhang, Xiujun Li, Xiaowei Hu, et al.
  21.40
• RTMO: Towards High-performance One-stage Real-time Multi-person Pose Estimation (2023)
  Peng Lu, Tao Jiang, Yining Li, et al.
  21.36
• Cross-x Learning For Fine-grained Visual Categorization (2019)
  Wei Luo, Xitong Yang, Xianjie Mo, et al.
  21.36
• EDN: Salient Object Detection Via Extremely-downsampled Network (2020)
  Yu-Huan Wu, Yun Liu, Le Zhang, et al.
  21.36
• YOLO-MS: Rethinking Multi-scale Representation Learning For Real-time Object Detection (2023)
  Yuming Chen, Xinbin Yuan, Jiabao Wang, et al.
  21.21