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
Bootstrap Your Object Detector via Mixed Training Mengde Xu Zheng-Wei Zhang Fangyun Wei Yutong Lin Yue Cao Stephen Lin Han Hu Xiang Bai ObjD 32 6 0 04 Nov 2021
PP-ShiTu: A Practical Lightweight Image Recognition System Shengyun Wei Ruoyu Guo Cheng Cui Bin Lu Shuilong Dong ... Xueying Lyu Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma CVBM 26 6 0 01 Nov 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 32 218 0 30 Oct 2021
Cross-Modality Fusion Transformer for Multispectral Object Detection Q. Fang D. Han Zhaokui Wang ViT 30 141 0 30 Oct 2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs Prakhar Ganesh Yao Chen Yin Yang Deming Chen Marianne Winslett ObjD 3DH 27 34 0 26 Oct 2021
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
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Jinwang Wang Chang Xu Wen Yang Lei Yu 47 309 0 26 Oct 2021
Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection Weiyao Wang Aniruddha Tamhane Christine Santos J. Rzasa James H Clark Therese L. Canares Mathias Unberath 32 4 0 25 Oct 2021
Enabling Large Batch Size Training for DNN Models Beyond the Memory Limit While Maintaining Performance Nathanaël Fijalkow DoangJoo Synn Jooyoung Park Jong-Kook Kim 30 5 0 24 Oct 2021
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution Yuming Du Wenqian. Guo Yang Xiao Vincent Lepetit VGen 48 3 0 22 Oct 2021
Sequential Voting with Relational Box Fields for Active Object Detection Qichen Fu Xingyu Liu Kris Kitani 16 12 0 21 Oct 2021
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 Yuming Du Wen Guo Yang Xiao Vincent Lepetit 33 10 0 19 Oct 2021
Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation Kemal Oksuz Baris Can Cam Fehmi Kahraman Z. S. Baltaci Sinan Kalkan Emre Akbas 39 8 0 19 Oct 2021
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking Daitao Xing N. Evangeliou Athanasios Tsoukalas Anthony Tzes ViT 35 54 0 17 Oct 2021
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception Yiming Cui Zhiwen Cao Yixin Xie Xingyu Jiang Feng Tao Yingjie Chen Lin Li Dongfang Liu 21 24 0 15 Oct 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 107 1,335 0 13 Oct 2021
On Exploring and Improving Robustness of Scene Text Detection Models Shilian Wu Wei Zhai Yongrui Li Kewei Wang Zengfu Wang 32 1 0 12 Oct 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 23 561 0 09 Oct 2021
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Hwanjun Song Deqing Sun Sanghyuk Chun Varun Jampani Dongyoon Han Byeongho Heo Wonjae Kim Ming-Hsuan Yang 92 76 0 08 Oct 2021
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection Zhanchao Huang Wei Li X. Xia R. Tao 33 98 0 27 Sep 2021
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild Pau Riba S. Dey Ali Furkan Biten Josep Llados 32 3 0 24 Sep 2021
LGD: Label-guided Self-distillation for Object Detection Peizhen Zhang Zijian Kang Tong Yang Xinming Zhang N. Zheng Jian Sun ObjD 106 30 0 23 Sep 2021
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression Arash A. Amini Arul Selvam Periyasamy Sven Behnke ViT 61 28 0 22 Sep 2021
Oriented Object Detection in Aerial Images Based on Area Ratio of Parallelogram Xinyi Yu M.-W. Lin Jiangping Lu L. Ou 38 10 0 21 Sep 2021
Bayesian Confidence Calibration for Epistemic Uncertainty Modelling Fabian Küppers Jan Kronenberger Jonas Schneider Anselm Haselhoff UQCV BDL 24 8 0 21 Sep 2021
Towards High-Quality Temporal Action Detection with Sparse Proposals Jiannan Wu Pei Sun Shoufa Chen Jiewen Yang Zihao Qi Lan Ma Ping Luo ViT 40 10 0 18 Sep 2021
Label Assignment Distillation for Object Detection Hailun Zhang 19 2 0 16 Sep 2021
Progressive Hard-case Mining across Pyramid Levels for Object Detection Binghong Wu Yehui Yang Dalu Yang Junde Wu Xiaorong Wang Haifeng Huang Lei Wang Yanwu Xu ObjD 24 0 0 15 Sep 2021
On Pursuit of Designing Multi-modal Transformer for Video Grounding Meng Cao Long Chen Mike Zheng Shou Can Zhang Yuexian Zou 23 80 0 13 Sep 2021
Mutual Supervision for Dense Object Detection Ziteng Gao Limin Wang Gangshan Wu 61 29 0 13 Sep 2021
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond M. Ponti Fernando Pereira dos Santos Leo Sampaio Ferraz Ribeiro G. B. Cavallari 33 15 0 06 Sep 2021
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models Hiroki Ito Maungmaung Aprilpyone Hitoshi Kiya 26 5 0 03 Sep 2021
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams F. Stinner Martin Wiecek M. Baranski A. Kümpel D. Müller AI4CE 12 5 0 31 Aug 2021
TE-YOLOF: Tiny and efficient YOLOF for blood cell detection Fanxin Xu Xiangkui Li Hang Yang Yali Wang Wei Xiang 21 28 0 27 Aug 2021
Rethinking the Misalignment Problem in Dense Object Detection Yang Yang Min Li Bo Meng Junxing Ren Degang Sun Zihao Huang 26 4 0 27 Aug 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 38 32 0 27 Aug 2021
Recall@k Surrogate Loss with Large Batches and Similarity Mixup Yash J. Patel Giorgos Tolias Jirí Matas VLM 44 54 0 25 Aug 2021
Localization Uncertainty-Based Attention for Object Detection Sang-Yun Park Kunhee Kim Eunseop Lee Daijin Kim 21 0 0 25 Aug 2021
Image2Lego: Customized LEGO Set Generation from Images Kyle Lennon Katharina A Fransen Alexander O'Brien Yumeng Cao Matthew Beveridge Yamin Arefeen Nikhil Singh Iddo Drori 3DV 31 14 0 19 Aug 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 39 106 0 18 Aug 2021
End-to-End Dense Video Captioning with Parallel Decoding Teng Wang Ruimao Zhang Zhichao Lu Feng Zheng Ran Cheng Ping Luo 3DV 47 180 0 17 Aug 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 27 711 0 17 Aug 2021
Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch Leo Sampaio Ferraz Ribeiro Tu Bui John Collomosse M. Ponti 3DV 27 7 0 16 Aug 2021
Learning Open-World Object Proposals without Learning to Classify Dahun Kim Nayeon Lee A. Angelova In So Kweon Weicheng Kuo SSeg 21 123 0 15 Aug 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 29 598 0 13 Aug 2021
Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation) Yunzhong Hou Liang Zheng ViT 59 51 0 12 Aug 2021
A Better Loss for Visual-Textual Grounding Davide Rigoni Luciano Serafini A. Sperduti ObjD 33 3 0 11 Aug 2021
Mining the Benefits of Two-stage and One-stage HOI Detection Aixi Zhang Yue Liao Si Liu Miao Lu Yongliang Wang Chen Gao Xiaobo Li 27 145 0 11 Aug 2021
FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network Qiang Hou Weiqing Min Jing Wang Sujuan Hou Yuanjie Zheng Shuqiang Jiang 28 23 0 10 Aug 2021
Saliency-Associated Object Tracking Zikun Zhou Wenjie Pei Xin Li Hongpeng Wang Feng Zheng Zhenyu He 20 79 0 08 Aug 2021