Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression

25 February 2019

Silvio Savarese

Papers citing "Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression"

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Title
Rethinking IoU-based Optimization for Single-stage 3D Object Detection Hualian Sheng Sijia Cai Na Zhao Bing Deng Jianqiang Huang Xiansheng Hua Mingbi Zhao G. Lee 33 39 0 19 Jul 2022
DUQIM-Net: Probabilistic Object Hierarchy Representation for Multi-View Manipulation Vladimir Tchuiev Yakov Miron Dotan Di Castro 34 6 0 19 Jul 2022
Conditional DETR V2: Efficient Detection Transformer with Box Queries Xiaokang Chen Fangyun Wei Gang Zeng Jingdong Wang ViT 30 33 0 18 Jul 2022
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Lei Zhang Yuxuan Sun Wei Wei 32 18 0 17 Jul 2022
Level Set-Based Camera Pose Estimation From Multiple 2D/3D Ellipse-Ellipsoid Correspondences Matthieu Zins Gilles Simon M. Berger 21 7 0 16 Jul 2022
ReAct: Temporal Action Detection with Relational Queries Ding Shi Yujie Zhong Qiong Cao Jing Zhang Lin Ma Jia Li Dacheng Tao ViT 30 68 0 14 Jul 2022
ObjectBox: From Centers to Boxes for Anchor-Free Object Detection Mohsen Zand Ali Etemad Michael A. Greenspan ObjD 29 51 0 14 Jul 2022
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective Kaiwen Xu Thomas Z. Li Mirza S. Khan Riqiang Gao S. Antic Yuankai Huo K. Sandler Fabien Maldonado Bennett A. Landman 30 10 0 13 Jul 2022
Towards Hard-Positive Query Mining for DETR-based Human-Object Interaction Detection Xubin Zhong Changxing Ding Zijian Li Shaoli Huang 51 23 0 12 Jul 2022
Hunting Group Clues with Transformers for Social Group Activity Recognition Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 32 23 0 12 Jul 2022
Detection of Furigana Text in Images Nikolaj Kjoller Bjerregaard Veronika Cheplygina Stefan Heinrich 34 5 0 08 Jul 2022
Learning High-quality Proposals for Acne Detection Jianwei Zhang Lei Zhang Junyou Wang Xin-Tong Wei Jiaqi Li Xiangjian Jiang Dan Du 23 1 0 08 Jul 2022
Multi-Task Lung Nodule Detection in Chest Radiographs with a Dual Head Network Chen-Han Tsai Yunsong Peng 19 8 0 07 Jul 2022
Semi-supervised Human Pose Estimation in Art-historical Images Matthias Springstein Stefanie Schneider C. Althaus Ralph Ewerth 3DH 31 14 0 06 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 82 6,274 0 06 Jul 2022
PIC 4th Challenge: Semantic-Assisted Multi-Feature Encoding and Multi-Head Decoding for Dense Video Captioning Yifan Lu Ziqi Zhang Yuxin Chen Chunfen Yuan Bing Li Weiming Hu 42 2 0 06 Jul 2022
Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection A. Kanu-Asiegbu Ram Vasudevan Xiaoxiao Du 27 9 0 05 Jul 2022
ORF-Net: Deep Omni-supervised Rib Fracture Detection from Chest CT Scans Zhizhong Chai Huangjing Lin Luyang Luo Pheng-Ann Heng Hao Chen 39 7 0 05 Jul 2022
Explore Faster Localization Learning For Scene Text Detection Yuzhong Zhao Yuanqiang Cai Weijia Wu Weiqiang Wang ViT 39 14 0 04 Jul 2022
Towards Robust Referring Video Object Segmentation with Cyclic Relational Consensus Xiang Li Jinglu Wang Xiaohao Xu Xiao Li Bhiksha Raj Yan Lu VOS 58 30 0 04 Jul 2022
A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos Zhi Lin Junhao Lin Lei Zhu Huazhu Fu Jing Qin Liansheng Wang 27 33 0 01 Jul 2022
MKIoU Loss: Towards Accurate Oriented Object Detection in Aerial Images Xinyi Yu Jiangping Lu Libo Zhou Michael H. Lin Linlin Ou 12 0 0 30 Jun 2022
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia 48 158 0 28 Jun 2022
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information Yuanjie Yan Suorong Yang Yan Wang Jian Zhao S. Furao 21 0 0 21 Jun 2022
Deep Learning-Based Defect Classification and Detection in SEM Images Bappaditya Dey Dipam Goswami S. Halder Kasem Khalil Philippe Leray Magdy A. Bayoumi 14 30 0 20 Jun 2022
Bear the Query in Mind: Visual Grounding with Query-conditioned Convolution Chonghan Chen Qi Jiang1 Chih-Hao Wang Noel Chen Haohan Wang Xiang Li Bhiksha Raj ObjD 27 0 0 18 Jun 2022
VectorMapNet: End-to-end Vectorized HD Map Learning Yicheng Liu Tianyuan Yuan Yue Wang Yilun Wang Hang Zhao 23 190 0 17 Jun 2022
RefCrowd: Grounding the Target in Crowd with Referring Expressions Heqian Qiu Hongliang Li Taijin Zhao Lanxiao Wang Qingbo Wu Fanman Meng ObjD 32 6 0 16 Jun 2022
Machine vision for vial positioning detection toward the safe automation of material synthesis Leslie Ching Ow Tiong H. Yoo Namho Kim Kwan-Young Lee S. Han Donghun Kim AAML 24 1 0 15 Jun 2022
TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer Jiajun Deng Zhengyuan Yang Daqing Liu Tianlang Chen Wen-gang Zhou Yanyong Zhang Houqiang Li Wanli Ouyang ViT 35 50 0 14 Jun 2022
Narrowing the Gap: Improved Detector Training with Noisy Location Annotations Shaoru Wang Jin Gao Bing Li Weiming Hu ObjD NoLa 27 9 0 12 Jun 2022
A Simple and Efficient Pipeline to Build an End-to-End Spatial-Temporal Action Detector Lin Sui Chen-Da Liu-Zhang Lixin Gu Feng Han 22 8 0 07 Jun 2022
TadML: A fast temporal action detection with Mechanics-MLP Bowen Deng Dongchang Liu 30 1 0 07 Jun 2022
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving S. Mohapatra Thomas Mesquida Mona Hodaei S. Yogamani H. Gotzig Patrick Mäder 3DPC 39 1 0 06 Jun 2022
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation Feng Li Hao Zhang Hu-Sheng Xu Siyi Liu Lei Zhang L. Ni H. Shum ISeg 64 368 0 06 Jun 2022
Slim-neck by GSConv: A lightweight-design for real-time detector architectures Hulin Li Jun Li Hanbing Wei Zheng Liu Zhenfei Zhan Qiliang Ren 26 154 0 06 Jun 2022
SIoU Loss: More Powerful Learning for Bounding Box Regression Zhora Gevorgyan 78 565 0 25 May 2022
A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains Guodong Sun Yang Zhou Huilin Pan Bo Wu Ye Hu Yang Zhang 41 5 0 25 May 2022
TraCon: A novel dataset for real-time traffic cones detection using deep learning Iason Katsamenis Eleni Eirini Karolou Agapi Davradou Eftychios E. Protopapadakis Anastasios Doulamis N. Doulamis D. Kalogeras 22 22 0 24 May 2022
G-Rep: Gaussian Representation for Arbitrary-Oriented Object Detection Liping Hou Ke Lu Xue Yang Yuqiu Li Jian Xue 70 68 0 24 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 66 15 0 22 May 2022
End-to-End Multi-Object Detection with a Regularized Mixture Model Jaeyoung Yoo Hojun Lee Seunghyeon Seo Inseop Chung Nojun Kwak 37 0 0 18 May 2022
PillarNet: Real-Time and High-Performance Pillar-based 3D Object Detection Guang-Hui Shi Ruifeng Li Chaoxiang Ma 3DPC 74 134 0 16 May 2022
Conditional Vector Graphics Generation for Music Cover Images Valeria Efimova Ivan Jarsky Ilya Bizyaev Andrey Filchenkov GAN 32 3 0 15 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 32 55 0 09 May 2022
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning Na Dong Yongqiang Zhang Mingli Ding G. Lee CLL 47 29 0 09 May 2022
Transformer Tracking with Cyclic Shifting Window Attention Zikai Song Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 32 123 0 08 May 2022
DropTrack -- automatic droplet tracking using deep learning for microfluidic applications M. Durve A. Tiribocchi F. Bonaccorso A. Montessori M. Lauricella Michał Bogdan J. Guzowski S. Succi VOT 40 18 0 05 May 2022
YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression Arash A. Amini Arul Selvam Periyasamy Sven Behnke ViT 23 32 0 05 May 2022
Mosaic Zonotope Shadow Matching for Risk-Aware Autonomous Localization in Harsh Urban Environments Daniel Neamati Sriramya Bhamidipati Grace Gao 22 1 0 30 Apr 2022