YOLOv4: Optimal Speed and Accuracy of Object Detection

23 April 2020

Papers citing "YOLOv4: Optimal Speed and Accuracy of Object Detection"

50 / 513 papers shown

Title
PP-YOLOE: An evolved version of YOLO Shangliang Xu Xinxin Wang Wenyu Lv Qinyao Chang Cheng Cui ... Guanzhong Wang Qingqing Dang Shengyun Wei Yuning Du Baohua Lai ObjD 38 263 0 30 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 25 18 0 29 Mar 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 21 31 0 29 Mar 2022
CenterLoc3D: Monocular 3D Vehicle Localization Network for Roadside Surveillance Cameras Xinyao Tang Wen Wang Huansheng Song Chunhui Zhao 3DPC 28 12 0 28 Mar 2022
Towards Domain Generalization in Object Detection Xingxuan Zhang Zekai Xu Renzhe Xu Jiashuo Liu Peng Cui Weitao Wan Chong Sun Chen Li ObjD OOD 26 21 0 27 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 40 40 0 24 Mar 2022
Real-time Object Detection for Streaming Perception Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian Sun 32 46 0 23 Mar 2022
EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang Jiale Lin Junchi Yan Juanping Zhao Xiaokang Yang 32 23 0 21 Mar 2022
DSRRTracker: Dynamic Search Region Refinement for Attention-based Siamese Multi-Object Tracking Jia Wan Hong Zhang J. Zhang Yuan Ding Yifan Yang Yan Li Xuliang Li VOT 46 5 0 21 Mar 2022
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation Zongyang Ma Guan Luo Jin Gao Liang Li Yuxin Chen Shaoru Wang Congxuan Zhang Weiming Hu VLM ObjD 84 81 0 20 Mar 2022
Point3D: tracking actions as moving points with 3D CNNs Shentong Mo Jingfei Xia Xiaoqing Ellen Tan Bhiksha Raj 3DPC 20 5 0 20 Mar 2022
Lunar Rover Localization Using Craters as Landmarks Larry Matthies S. Daftry S. Tepsuporn Yang Cheng Deegan Atha R. M. Swan Sanjna Ravichandar M. Ono 14 14 0 18 Mar 2022
A Dual Weighting Label Assignment Scheme for Object Detection Shuai Li Chenhang He Ruihuang Li Lei Zhang 30 79 0 18 Mar 2022
HybridNets: End-to-End Perception Network Dat Vu Bao Ngo H. Phan 28 79 0 17 Mar 2022
Evaluation of YOLO Models with Sliced Inference for Small Object Detection Muhammed Can Keles Batuhan Salmanoglu M. Güzel Baran Gursoy Gazi Erkan Bostancı ObjD 21 11 0 09 Mar 2022
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Yukun Su Jingliang Deng Rui Sun Guosheng Lin Qingyao Wu ViT 34 81 0 09 Mar 2022
Gait Recognition with Mask-based Regularization Chuanfu Shen Beibei Lin Shunli Zhang George Q. Huang Shiqi Yu Xin-cen Yu CVBM 41 17 0 08 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 59 1,375 0 07 Mar 2022
A Quality Index Metric and Method for Online Self-Assessment of Autonomous Vehicles Sensory Perception Ce Zhang A. Eskandarian 21 8 0 04 Mar 2022
SFPN: Synthetic FPN for Object Detection Yumeng Zhang J. Hsieh Chun-Chieh Lee Kuo-Chin Fan ObjD 25 18 0 04 Mar 2022
Engineering the Neural Automatic Passenger Counter Nico Jahn Michael Siebert 13 2 0 02 Mar 2022
Analysis of Visual Reasoning on One-Stage Object Detection Tolga Aksoy U. Halici ObjD 24 5 0 26 Feb 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 34 64 0 24 Feb 2022
GIAOTracker: A comprehensive framework for MCMOT with global information and optimizing strategies in VisDrone 2021 Yunhao Du Jun-Jun Wan Yanyun Zhao Binyu Zhang Zhihang Tong Junhao Dong 36 98 0 24 Feb 2022
Coordinate-Aligned Multi-Camera Collaboration for Active Multi-Object Tracking Zeyu Fang Jian Zhao Mingyu Yang Wen-gang Zhou Zhenbo Lu Houqiang Li 28 10 0 22 Feb 2022
Reducing Overconfidence Predictions for Autonomous Driving Perception Gledson Melotti C. Premebida Jordan J. Bird Diego Resende Faria Nuno Gonccalves 10 7 0 16 Feb 2022
Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios Jung Im Choi Qing Tian AAML 27 38 0 10 Feb 2022
Estimation of Clinical Workload and Patient Activity using Deep Learning and Optical Flow Thanh Nguyen-Duc P. Chan Andrew Tay D. Chen J. T. Nguyen J. Lyall Maria De Freitas 9 3 0 09 Feb 2022
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing Le-Anh Tran S. Moon Dong-Chul Park ViT 19 52 0 08 Feb 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 74 164 0 29 Jan 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 161 728 0 28 Jan 2022
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World Hua Ma Yinshan Li Yansong Gao A. Abuadbba Zhi-Li Zhang Anmin Fu Hyoungshick Kim S. Al-Sarawi N. Surya Derek Abbott 21 34 0 21 Jan 2022
Object Detection in Autonomous Vehicles: Status and Open Challenges Abhishek Balasubramaniam S. Pasricha 47 54 0 19 Jan 2022
Fooling the Eyes of Autonomous Vehicles: Robust Physical Adversarial Examples Against Traffic Sign Recognition Systems Wei Jia Zhaojun Lu Haichun Zhang Zhenglin Liu Jie Wang Gang Qu AAML 16 51 0 17 Jan 2022
YOLO -- You only look 10647 times C. Limberg Andrew Melnik Augustin Harter Helge J. Ritter ObjD 19 5 0 16 Jan 2022
Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing Izzeddin Teeti Valentina Muşat Salman Khan Alexander Rast Fabio Cuzzolin Andrew Bradley 19 6 0 10 Jan 2022
The State of Aerial Surveillance: A Survey Kien Nguyen Thanh Clinton Fookes Sridha Sridharan Yingli Tian Feng Liu Xiaoming Liu Arun Ross 35 23 0 09 Jan 2022
Multi-Grid Redundant Bounding Box Annotation for Accurate Object Detection Solomon Negussie Tesema E. Bourennane ObjD 22 1 0 05 Jan 2022
On the Cross-dataset Generalization in License Plate Recognition Rayson Laroca Everton VIlhena Cardoso D. Lucio Valter Estevam David Menotti 21 42 0 02 Jan 2022
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship Quanziang Wang Renzhen Wang Yuexiang Li Dong Wei Kai Ma Yefeng Zheng Deyu Meng CLL 33 6 0 31 Dec 2021
Multi-Head Deep Metric Learning Using Global and Local Representations M. K. Ebrahimpour Gang Qian Allison Beach 27 8 0 28 Dec 2021
AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platform A. D. Le Duy A. Pham Dong T. Pham H. Vo 14 7 0 26 Dec 2021
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles Benjamin Kiefer D. Ott A. Zell 31 44 0 22 Dec 2021
YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles Aduen Benjumea Izzedin Teeti Fabio Cuzzolin Andrew Bradley ObjD 13 142 0 22 Dec 2021
Accurate online training of dynamical spiking neural networks through Forward Propagation Through Time Bojian Yin Federico Corradi S. Bohté 38 61 0 20 Dec 2021
Quantitative analysis of visual representation of sign elements in COVID-19 context María Jesús Cano-Martínez Miguel Carrasco Joaquín Sandoval César González-Martín 22 4 0 15 Dec 2021
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions Wenyu Liu Gaofeng Ren Runsheng Yu Shi Guo Jianke Zhu Lei Zhang 21 347 0 15 Dec 2021
Birds Eye View Social Distancing Analysis System Zhengye Yang Mingfei Sun Hongzhe Ye Zihao Xiong Gil Zussman Z. Kostić 31 13 0 14 Dec 2021
Holistic Interpretation of Public Scenes Using Computer Vision and Temporal Graphs to Identify Social Distancing Violations Gihan Chanaka Jayatilaka Jameel Hassan Suren Sritharan J. B. Senanayaka H. Weligampola R. Godaliyadda Parakrama B. Ekanayake V. Herath Janaka Ekanayake S. Dharmaratne 15 6 0 13 Dec 2021
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal Segmentation Minh-Quan Le Trung-Nghia Le Tam V. Nguyen Isao Echizen M. Tran 29 0 0 12 Dec 2021