Improving Object Localization with Fitness NMS and Bounded IoU Loss

1 November 2017

Papers citing "Improving Object Localization with Fitness NMS and Bounded IoU Loss"

36 / 36 papers shown

Title
Being Aware of Localization Accuracy By Generating Predicted-IoU-Guided Quality Scores Peng Liu Weibo Wang Yuhan Guo Jiubin Tan 35 1 0 23 Sep 2023
Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling with IoU-Aware Calibration Johannes Gilg Torben Teepe Fabian Herzog Philipp Wolters Gerhard Rigoll 13 1 0 06 Sep 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 19 6 0 17 Jul 2023
Heterogeneous robot teams with unified perception and autonomy: How Team CSIRO Data61 tied for the top score at the DARPA Subterranean Challenge N. Kottege Jason L. Williams Brendan Tidd Fletcher Talbot Ryan Steindl ... J. Manderson Corey Medek M. O'Brien Shengkang Chen R. Arkin 46 9 0 26 Feb 2023
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection Mohsen Zand Ali Etemad Michael A. Greenspan ObjD 24 51 0 14 Jul 2022
Improving Localization for Semi-Supervised Object Detection L. Rossi Akbar Karimi Andrea Prati 36 1 0 21 Jun 2022
R(Det)^2: Randomized Decision Routing for Object Detection Yali Li Shengjin Wang ObjD 20 9 0 02 Apr 2022
Accelerating DETR Convergence via Semantic-Aligned Matching Gongjie Zhang Zhipeng Luo Yingchen Yu Kaiwen Cui Shijian Lu ViT 51 100 0 14 Mar 2022
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression Jiabo He S. Erfani Xingjun Ma James Bailey Ying Chi Xiansheng Hua 39 248 0 26 Oct 2021
Gaussian Bounding Boxes and Probabilistic Intersection-over-Union for Object Detection Jeffri Murrugarra-Llerena Luis Felipe de Araujo Zeni Lucas N. Kirsten C. R. Jung 31 33 0 10 Jun 2021
Heterogeneous Ground and Air Platforms, Homogeneous Sensing: Team CSIRO Data61's Approach to the DARPA Subterranean Challenge N. Hudson Fletcher Talbot Mark Cox Jason L. Williams Thomas Hines ... Peter Milani M. O'Brien Shu Jiang Shengkang Chen R. Arkin 45 100 0 19 Apr 2021
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection Ping-Yang Chen Chien-Yao Wang J. Hsieh Munkhjargal Gochoo ObjD 24 79 0 03 Dec 2020
Rethinking Transformer-based Set Prediction for Object Detection Zhiqing Sun Shengcao Cao Yiming Yang Kris Kitani ViT 27 319 0 21 Nov 2020
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 41 42 0 28 Sep 2020
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding Long Chen Wenbo Ma Jun Xiao Hanwang Zhang Shih-Fu Chang ObjD 17 89 0 03 Sep 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 21 665 0 31 Aug 2020
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors Rohun Tripathi Vasu Singla Mahyar Najibi Bharat Singh Abhishek Sharma L. Davis 18 2 0 19 Jul 2020
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes Nils Gählert Silvio Uwe Franke Joachim Denzler ObjD 21 20 0 15 Jun 2020
CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection Bin Zhu Q. Song Lu Yang Zhihui Wang Chun Liu Mengjie Hu 3DPC ObjD 21 15 0 07 Mar 2020
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 61 1,516 0 05 Dec 2019
Attribute-aware Pedestrian Detection in a Crowd Jialiang Zhang Lixiang Lin Yang Li Yun-chen Chen Jianke Zhu Yao Hu Guosheng Lin 25 70 0 21 Oct 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 25 458 0 31 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,534 0 20 Aug 2019
IoU-balanced Loss Functions for Single-stage Object Detection Shengkai Wu Jinrong Yang Xinggang Wang Xiaoping Li ObjD 23 101 0 15 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 32 799 0 10 Aug 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,288 0 13 May 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 40 2,641 0 17 Apr 2019
Rethinking Classification and Localization for Object Detection Yue Wu Yinpeng Chen Lu Yuan Zicheng Liu Lijuan Wang Hongzhi Li Y. Fu ObjD 22 508 0 13 Apr 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 57 859 0 23 Jan 2019
Consistent Optimization for Single-Shot Object Detection Tao Kong F. Sun Huaping Liu Yuning Jiang Jianbo Shi ObjD 21 37 0 19 Jan 2019
Region Proposal by Guided Anchoring Jiaqi Wang Kai-xiang Chen Shuo Yang Chen Change Loy Dahua Lin ObjD 32 543 0 10 Jan 2019
Efficient Attention: Attention with Linear Complexities Zhuoran Shen Mingyuan Zhang Haiyu Zhao Shuai Yi Hongsheng Li 37 509 0 04 Dec 2018
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network Qijie Zhao Tao Sheng Yongtao Wang Zhi Tang Ying-Cong Chen Lingyi Cai Haibin Ling ObjD 17 790 0 12 Nov 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 74 2,422 0 06 Sep 2018
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection Xiongwei Wu Daoxin Zhang Jianke Zhu Guosheng Lin ObjD 30 33 0 22 Mar 2018