Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

5 December 2019

Shifeng Zhang

Cheng Chi

Yongqiang Yao

Zhen Lei

Stan Z. Li

ObjD

ArXiv PDF HTML

Papers citing "Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection"

50 / 497 papers shown

Title
A Simple Detector with Frame Dynamics is a Strong Tracker Chenxu Peng C. Wang Minrui Zou Danyang Li Z. Yang Yimian Dai Ming-Ming Cheng Xiang Li 35 0 0 08 May 2025
Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection Siwei Wang Zhiwei Chen Liujuan Cao Rongrong Ji ObjD 61 0 0 29 Apr 2025
More Clear, More Flexible, More Precise: A Comprehensive Oriented Object Detection benchmark for UAV Kai Ye Haidi Tang Bowen Liu Pingyang Dai Liujuan Cao Rongrong Ji AI4TS 34 0 0 28 Apr 2025
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models Patrick Müller Alexander Braun M. Keuper 50 0 0 25 Apr 2025
Density-based Object Detection in Crowded Scenes Chenyang Zhao Jia Wan Antoni B. Chan 24 0 0 14 Apr 2025
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT Peter D. Erickson T. Mathai Ronald M. Summers 33 4 0 08 Apr 2025
Universal Lymph Node Detection in Multiparametric MRI with Selective Augmentation T. Mathai Sungwon Lee Thomas C. Shen Zhiyong Lu Ronald M. Summers 27 0 0 07 Apr 2025
DuckSegmentation: A segmentation model based on the AnYue Hemp Duck Dataset Ling Feng Tianyu Xie Wei Ma Ruijie Fu Y. Zhang Jun Li Bei Zhou 33 0 0 27 Mar 2025
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection Zhichao Sun Huazhang Hu Yidong Ma Gang Liu Nemo Chen Xu Tang Yao Hu Yongchao Xu ObjD 44 0 0 24 Mar 2025
YOLOE: Real-Time Seeing Anything Ao Wang Lihao Liu Hui Chen Zijia Lin J. Han Guiguang Ding VLM ObjD 64 1 0 10 Mar 2025
Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines Xinyi Ying Chao Xiao Ruojing Li Xu He Boyang Li ... Miao Li Shilin Zhou Wei An Weidong Sheng Li Liu 134 7 0 21 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 133 50 0 21 Feb 2025
CLoCKDistill: Consistent Location-and-Context-aware Knowledge Distillation for DETRs Qizhen Lan Qing Tian 44 0 0 15 Feb 2025
Dense Object Detection Based on De-homogenized Queries Yueming Huang Chenrui Ma Hao Zhou Hao Wu Guowu Yuan 110 0 0 11 Feb 2025
SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer Wenxi Li Yuchen Guo Jilai Zheng Haozhe Lin Chao Ma Lu Fang Xiaokang Yang ViT 52 1 0 11 Feb 2025
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection Dongsu Song Daehwa Ko Jay Hoon Jung AAML 55 0 0 10 Feb 2025
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection Jeffri Murrugarra-Llerena Jose Henrique Lima Marques Claudio R. Jung 59 0 0 03 Feb 2025
A method for estimating roadway billboard salience Zuzana Berger Haladova Michal Zrubec Zuzana Cernekova 33 0 0 13 Jan 2025
RDD4D: 4D Attention-Guided Road Damage Detection And Classification Asma Alkalbani Muhammad Saqib Ahmed Salim Alrawahi A. Anwar Chandarnath Adak Saeed Anwar 31 1 0 07 Jan 2025
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning Chang Xu Ruixiang Zhang Wen Yang Haoran Zhu Fang Xu Jian Ding Gui-Song Xia ObjD 86 0 0 16 Dec 2024
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach Kailas PS Selvakumaran R Palani Murugan Ramesh Kumar V Malaya Kumar Biswal M 72 0 0 12 Dec 2024
Towards Real-Time Open-Vocabulary Video Instance Segmentation Bin Yan Martin Sundermeyer D. Tan Huchuan Lu F. Tombari VLM VOS 79 0 0 05 Dec 2024
BGM: Background Mixup for X-ray Prohibited Items Detection W. Liu R. Tao Hongguang Zhu Yunda Sun Yao Zhao Y. X. Wei 60 0 0 30 Nov 2024
Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans? R. Tao Haoyu Wang Yuzhe Guo H. Chen L. Zhang X. Liu Y. X. Wei Yao-Min Zhao 63 1 0 27 Nov 2024
SEMPose: A Single End-to-end Network for Multi-object Pose Estimation Xin Liu Hao Wang Shibei Xue Dezong Zhao 3DH 3DPC 61 0 0 21 Nov 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 25 1 0 14 Nov 2024
Centerness-based Instance-aware Knowledge Distillation with Task-wise Mutual Lifting for Object Detection on Drone Imagery Bowei Du Zhixuan Liao Yanan Zhang Zhi Cai Jiaxin Chen Di Huang 33 0 0 05 Nov 2024
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection Mingbo Hong Shen Cheng Haibin Huang Haoqiang Fan Shuaicheng Liu ObjD 21 1 0 24 Oct 2024
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 31 0 0 15 Oct 2024
SMART-TRACK: A Novel Kalman Filter-Guided Sensor Fusion For Robust UAV Object Tracking in Dynamic Environments Khaled Gabr Mohamed Abdelkader Imen Jarraya Abdullah AlMusalami Anis Koubaa 19 1 0 14 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 26 0 0 08 Oct 2024
Saliency-Guided DETR for Moment Retrieval and Highlight Detection Aleksandr Gordeev Vladimir Dokholyan Irina Tolstykh Maksim Kuprashevich 21 4 0 02 Oct 2024
HazyDet: Open-source Benchmark for Drone-view Object Detection with Depth-cues in Hazy Scenes Changfeng Feng Zhenyuan Chen Renke Kou Guangwei Gao Chunping Wang Xiang Li Xiangbo Shu Yimian Dai Qiang Fu Jian Yang 22 4 0 30 Sep 2024
OrientedFormer: An End-to-End Transformer-Based Oriented Object Detector in Remote Sensing Images Jiaqi Zhao Zeyu Ding Yong Zhou Hancheng Zhu Wen-Liang Du Rui Yao Abdulmotaleb El Saddik ViT 20 0 0 29 Sep 2024
REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation Models Teerapong Panboonyuen 16 0 0 15 Sep 2024
RT-DETRv3: Real-time End-to-End Object Detection with Hierarchical Dense Positive Supervision Shuo Wang Chunlong Xia Feng Lv Yifeng Shi PINN ViT MU 18 1 0 13 Sep 2024
ALSS-YOLO: An Adaptive Lightweight Channel Split and Shuffling Network for TIR Wildlife Detection in UAV Imagery Ang He Xiaobo Li Ximei Wu Chengyue Su Jing Chen Sheng Xu Xiaobin Guo 25 1 0 10 Sep 2024
Hybrid Classification-Regression Adaptive Loss for Dense Object Detection Yanquan Huang Liu Wei Zhen Yun Hao Mengyuan Zhang Qingyao Wu Zikun Deng Xueming Liu Hong Deng 16 0 0 30 Aug 2024
Bring the Power of Diffusion Model to Defect Detection Xuyi Yu DiffM 28 0 0 25 Aug 2024
Assessing the Uncertainty and Robustness of Object Detection Models for Detecting Stickers on Laptops Chengjie Lu Jiahui Wu Shaukat Ali Mikkel Labori Olsen UQCV 22 1 0 22 Aug 2024
Detection of Intracranial Hemorrhage for Trauma Patients Antoine Pierre Sanner Nils F. Grauhan Marc A. Brockmann Ahmed E. Othman Anirban Mukhopadhyay OOD 13 1 0 20 Aug 2024
Attack Anything: Blind DNNs via Universal Background Adversarial Attack Jiawei Lian Shaohui Mei Xiaofei Wang Yi Wang Lefan Wang Yingjie Lu Mingyang Ma Lap-Pui Chau AAML 20 1 0 17 Aug 2024
PADetBench: Towards Benchmarking Physical Attacks against Object Detection Jiawei Lian Jianhong Pan Lefan Wang Yi Wang Lap-Pui Chau Shaohui Mei AAML 31 0 0 17 Aug 2024
An Effective Information Theoretic Framework for Channel Pruning Yihao Chen Zefang Wang 36 2 0 14 Aug 2024
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection Yingjie Gao Yanan Zhang Ziyue Huang Nanqing Liu Di Huang ObjD 30 1 0 11 Aug 2024
HQOD: Harmonious Quantization for Object Detection Long Huang Zhiwei Dong Song-Lu Chen Ruiyao Zhang Shutong Ti Feng Chen Xu-Cheng Yin MQ 18 0 0 05 Aug 2024
Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection With Sky-Annotated Dataset Yimian Dai Mengxuan Xiao Yiming Zhu Huan Wang Kehua Guo Jian Yang ObjD 27 0 0 29 Jul 2024
Cross-Layer Feature Pyramid Transformer for Small Object Detection in Aerial Images Zewen Du Zhenjiang Hu Guiyu Zhao Ying Jin Hongbin Ma ViT 19 2 0 29 Jul 2024
Practical Video Object Detection via Feature Selection and Aggregation Yuheng Shi Tong Zhang Xiaojie Guo ObjD 21 1 0 29 Jul 2024
XS-VID: An Extremely Small Video Object Detection Dataset Jiahao Guo Ziyang Xu Lianjun Wu Fei Gao Wenyu Liu Xinggang Wang ObjD 20 2 0 25 Jul 2024