Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs

23 January 2022

Papers citing "Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs"

47 / 47 papers shown

Title
Aggregating Global Features into Local Vision Transformer Krushi Patel A. Bur Fengju Li Guanghui Wang ViT 43 34 0 30 Jan 2022
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence Wenchi Ma Tianxiao Zhang Guanghui Wang ViT 71 15 0 26 Dec 2021
Semantic Clustering based Deduction Learning for Image Recognition and Classification Wenchi Ma Xuemin Tu Bo Luo Guanghui Wang 61 29 0 25 Dec 2021
A Discriminative Channel Diversification Network for Image Classification Krushi Patel Guanghui Wang 58 8 0 10 Dec 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 54 615 0 13 Aug 2021
Fast Convergence of DETR with Spatially Modulated Co-Attention Peng Gao Minghang Zheng Xiaogang Wang Jifeng Dai Hongsheng Li ViT 66 305 0 05 Aug 2021
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations Kaidong Li M. I. Fathan Krushi Patel Tianxiao Zhang Cuncong Zhong A. Bansal A. Rastogi Jean S. Wang Guanghui Wang 137 98 0 22 Apr 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 80 69 0 19 Jan 2021
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection Zheng Ge Jianfeng Wang Xin Huang Songtao Liu Osamu Yoshie 98 42 0 12 Jan 2021
Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter Tianxiao Zhang Xiaohan Zhang Yiju Yang Zongbo Wang Guanghui Wang ObjD 51 14 0 17 Dec 2020
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection Xiang Li Wenhai Wang Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 41 242 0 25 Nov 2020
End-to-End Object Detection with Adaptive Clustering Transformer Minghang Zheng Peng Gao Renrui Zhang Kunchang Li Xiaogang Wang Hongsheng Li Hao Dong ViT 139 195 0 18 Nov 2020
Deep Feature Augmentation for Occluded Image Classification Feng Cen Xiaoyu Zhao Wuzhuang Li Guanghui Wang 54 58 0 02 Nov 2020
Stereo Frustums: A Siamese Pipeline for 3D Object Detection Xi Mo Usman Sajid Guanghui Wang 3DPC 39 9 0 27 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 178 4,993 0 08 Oct 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 63 678 0 31 Aug 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 143 393 0 16 Jul 2020
AutoAssign: Differentiable Label Assignment for Dense Object Detection Benjin Zhu Jianfeng Wang Zhengkai Jiang Fuhang Zong Songtao Liu Zeming Li Jian Sun 49 220 0 07 Jul 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 57 1,171 0 08 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 320 12,906 0 26 May 2020
MDFN: Multi-Scale Deep Feature Learning Network for Object Detection Wenchi Ma Yuanwei Wu Feng Cen Guanghui Wang ObjD 47 134 0 10 Dec 2019
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 145 1,527 0 05 Dec 2019
Multiple Anchor Learning for Visual Object Detection Wei Ke Tianliang Zhang Zeyi Huang QiXiang Ye Jianzhuang Liu Dong Huang ObjD 65 93 0 04 Dec 2019
Object Detection with Convolutional Neural Networks Kaidong Li Wenchi Ma Usman Sajid Yuanwei Wu Guanghui Wang ObjD 50 47 0 04 Dec 2019
Soft Anchor-Point Object Detection Chenchen Zhu Fangyi Chen Zhiqiang Shen Marios Savvides 45 147 0 27 Nov 2019
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization Dianbo Liu Yuanwei Wu Wenchi Ma Guanghui Wang 42 13 0 04 Oct 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection Xiaosong Zhang Fang Wan Chang-rui Liu Rongrong Ji QiXiang Ye ObjD 36 259 0 05 Sep 2019
RepPoints: Point Set Representation for Object Detection Ze Yang Shaohui Liu Han Hu Liwei Wang Stephen Lin 3DPC 95 866 0 25 Apr 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 109 2,663 0 17 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 112 4,969 0 02 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 61 796 0 02 Mar 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 104 861 0 23 Jan 2019
Scale-Aware Trident Networks for Object Detection Yanghao Li Yuntao Chen Naiyan Wang Zhaoxiang Zhang ObjD 78 880 0 07 Jan 2019
A Real-time Robotic Grasp Approach with Oriented Anchor Box Hanbo Zhang Xinwen Zhou Xuguang Lan Jin Li Zhiqiang Tian Nanning Zheng 48 52 0 08 Sep 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 65 3,598 0 03 Aug 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 98 21,306 0 08 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 524 129,831 0 12 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 314 27,018 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 173 15,573 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 429 21,951 0 09 Dec 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 70 1,492 0 25 Jul 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 133 5,627 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 175 29,646 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 616 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 430 61,900 0 04 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 340 43,290 0 01 May 2014