ObjectBox: From Centers to Boxes for Anchor-Free Object Detection

14 July 2022

Papers citing "ObjectBox: From Centers to Boxes for Anchor-Free Object Detection"

38 / 38 papers shown

Title
Wild Berry image dataset collected in Finnish forests and peatlands using drones Luigi Riz Sergio Povoli Andrea Caraffa Davide Boscaini M. L. Mekhalfi ... Elisa Castelli Giacomo Piccinini L. Marchesotti Micael S. Couceiro Fabio Poiesi 95 1 0 13 May 2024
OTA: Optimal Transport Assignment for Object Detection Zheng Ge Songtao Liu Zeming Li Osamu Yoshie Jian Sun OT 68 422 0 26 Mar 2021
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 74 686 0 31 Aug 2020
Probabilistic Anchor Assignment with IoU Prediction for Object Detection Kang-jik Kim Hee Seok Lee 145 395 0 16 Jul 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 159 12,268 0 23 Apr 2020
SaccadeNet: A Fast and Accurate Object Detector Shiyi Lan Zhou Ren Yi Wu L. Davis G. Hua ObjD 46 39 0 26 Mar 2020
CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection Zhiwei Dong Guoxuan Li Yue Liao Fei Wang Pengju Ren Chao Qian 3DPC 73 162 0 20 Mar 2020
Efficient Object Detection in Large Images using Deep Reinforcement Learning Burak Uzkent Christopher Yeh Stefano Ermon ObjD 52 92 0 09 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 154 1,545 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 94 0 04 Dec 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 83 3,101 0 27 Nov 2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 102 3,700 0 19 Nov 2019
ASSD: Attentive Single Shot Multibox Detector Jingru Yi Pengxiang Wu Dimitris N. Metaxas ObjD 35 70 0 27 Sep 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection Xiaosong Zhang Fang Wan Chang-rui Liu Rongrong Ji QiXiang Ye ObjD 48 262 0 05 Sep 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 119 2,693 0 17 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 107 3,255 0 16 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 126 5,007 0 02 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 71 797 0 02 Mar 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 150 4,163 0 25 Feb 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 116 865 0 23 Jan 2019
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 69 3,617 0 03 Aug 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 117 21,442 0 08 Apr 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 138 4,926 0 03 Dec 2017
Improving Object Localization with Fitness NMS and Bounded IoU Loss Lachlan Tychsen-Smith L. Petersson 67 176 0 01 Nov 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 46 113 0 30 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 181 15,616 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 468 22,102 0 09 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,794 0 25 Aug 2016
UnitBox: An Advanced Object Detection Network Jiahui Yu Yuning Jiang Zhangyang Wang Zhimin Cao Thomas Huang CVBM 93 1,467 0 04 Aug 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,031 0 22 Mar 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 229 29,816 0 08 Dec 2015
DenseBox: Unifying Landmark Localization with End to End Object Detection Lichao Huang Yi Yang Yafeng Deng Yinan Yu ObjD 53 463 0 16 Sep 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 697 36,935 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 502 62,270 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 303 25,051 0 30 Apr 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 394 11,224 0 18 Jun 2014
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 413 43,638 0 01 May 2014