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Generalized Intersection over Union: A Metric and A Loss for Bounding
  Box Regression
v1v2 (latest)

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

25 February 2019
S. Hamid Rezatofighi
Deyuan Li
JunYoung Gwak
Amir Sadeghian
Ian Reid
Silvio Savarese
ArXiv (abs)PDFHTML

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

50 / 1,203 papers shown
A Dataset and System for Real-Time Gun Detection in Surveillance Video
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A Dataset and System for Real-Time Gun Detection in Surveillance Video Using Deep LearningIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021
Delong Qi
Weijun Tan
Zhifu Liu
Qi Yao
Jingfeng Liu
140
20
0
03 May 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation
Enhanced U-Net: A Feature Enhancement Network for Polyp SegmentationCanadian Conference on Computer and Robot Vision (CRV), 2021
Krushi Patel
A. Bur
Guanghui Wang
366
139
0
03 May 2021
ISTR: End-to-End Instance Segmentation with Transformers
ISTR: End-to-End Instance Segmentation with Transformers
Jie Hu
Liujuan Cao
Yao Lu
Shengchuan Zhang
Yan Wang
Ke Li
Feiyue Huang
Ling Shao
Rongrong Ji
ISeg
168
99
0
03 May 2021
Deep Learning Based Steel Pipe Weld Defect Detection
Deep Learning Based Steel Pipe Weld Defect DetectionApplied Artificial Intelligence (AAI), 2021
Dingming Yang
Yanrong Cui
Zeyu Yu
Hongqiang Yuan
MedImAI4CE
161
120
0
30 Apr 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI
  Safety
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
Sebastian Houben
Stephanie Abrecht
Maram Akila
Andreas Bär
Felix Brockherde
...
Serin Varghese
Michael Weber
Sebastian J. Wirkert
Tim Wirtz
Matthias Woehrle
AAML
323
61
0
29 Apr 2021
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection
Jiachen Li
Bowen Cheng
Rogerio Feris
Jinjun Xiong
Thomas S.Huang
Wen-mei W. Hwu
Humphrey Shi
129
22
0
29 Apr 2021
Objects as Extreme Points
Objects as Extreme PointsPacific Rim International Conference on Artificial Intelligence (PRICAI), 2021
Yang Yang
Min Li
Bo Meng
Zihao Huang
Junxing Ren
Degang Sun
178
0
0
29 Apr 2021
PDNet: Toward Better One-Stage Object Detection With Prediction
  Decoupling
PDNet: Toward Better One-Stage Object Detection With Prediction DecouplingIEEE Transactions on Image Processing (TIP), 2021
Li Yang
Yan Xu
Shaoru Wang
Chun Yuan
Ziqi Zhang
Bing Li
Weiming Hu
ObjD
170
29
0
28 Apr 2021
Segmentation-Based Bounding Box Generation for Omnidirectional
  Pedestrian Detection
Segmentation-Based Bounding Box Generation for Omnidirectional Pedestrian DetectionThe Visual Computer (TVC), 2021
Masato Tamura
Tomoaki Yoshinaga
281
2
0
28 Apr 2021
PAFNet: An Efficient Anchor-Free Object Detector Guidance
PAFNet: An Efficient Anchor-Free Object Detector Guidance
Ying Xin
Guanzhong Wang
Mingyuan Mao
Yuan Feng
Qingqing Dang
Yanjun Ma
Errui Ding
Shumin Han
ObjD
147
10
0
28 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding
MDETR -- Modulated Detection for End-to-End Multi-Modal UnderstandingIEEE International Conference on Computer Vision (ICCV), 2021
Aishwarya Kamath
Mannat Singh
Yann LeCun
Gabriel Synnaeve
Ishan Misra
Nicolas Carion
ObjDVLM
618
1,051
0
26 Apr 2021
Single Stage Class Agnostic Common Object Detection: A Simple Baseline
Single Stage Class Agnostic Common Object Detection: A Simple BaselineInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2021
Chuong H. Nguyen
Thuy C. Nguyen
Anh H. Vo
Yamazaki Masayuki
ObjD
172
1
0
25 Apr 2021
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning
  from Noisy Annotations
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy AnnotationsIEEE Access (IEEE Access), 2021
Sina Famouri
Lia Morra
Leonardo Mangia
Fabrizio Lamberti
115
9
0
25 Apr 2021
Opening up Open-World Tracking
Opening up Open-World TrackingComputer Vision and Pattern Recognition (CVPR), 2021
Yang Liu
Idil Esen Zulfikar
Jonathon Luiten
Achal Dave
Deva Ramanan
Bastian Leibe
Aljosa Osep
Laura Leal-Taixé
342
60
0
22 Apr 2021
Hierarchical Convolutional Neural Network with Feature Preservation and
  Autotuned Thresholding for Crack Detection
Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack DetectionIEEE Access (IEEE Access), 2021
Qiuchen Zhu
Tran Hiep Dinh
Manh Duong Phung
Q. Ha
216
37
0
21 Apr 2021
TransVG: End-to-End Visual Grounding with Transformers
TransVG: End-to-End Visual Grounding with TransformersIEEE International Conference on Computer Vision (ICCV), 2021
Jiajun Deng
Zhengyuan Yang
Tianlang Chen
Wen-gang Zhou
Houqiang Li
ViT
612
442
0
17 Apr 2021
VR3Dense: Voxel Representation Learning for 3D Object Detection and
  Monocular Dense Depth Reconstruction
VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction
Shubham Shrivastava
3DPCMDE
112
1
0
13 Apr 2021
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere
  Representation and Center Points Matching
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching
Xiangde Luo
Tao Song
Guotai Wang
Jieneng Chen
Yinan Chen
Kang Li
Dimitris N. Metaxas
Shaoting Zhang
217
83
0
12 Apr 2021
Research on Optimization Method of Multi-scale Fish Target Fast
  Detection Network
Research on Optimization Method of Multi-scale Fish Target Fast Detection Network
Yang Liu
Shengmao Zhang
Haiwei Yang
Wei Fan
Guohua Zou
Jing Bo
ObjD
132
0
0
11 Apr 2021
Location-Sensitive Visual Recognition with Cross-IOU Loss
Location-Sensitive Visual Recognition with Cross-IOU Loss
Kaiwen Duan
Lingxi Xie
H. Qi
S. Bai
Qingming Huang
Q. Tian
161
38
0
11 Apr 2021
Artificial and beneficial -- Exploiting artificial images for aerial
  vehicle detection
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detectionIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021
I. Weber
J. Bongartz
R. Roscher
244
13
0
07 Apr 2021
Latent Space Regularization for Unsupervised Domain Adaptation in
  Semantic Segmentation
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation
F. Barbato
Marco Toldo
Umberto Michieli
Pietro Zanuttigh
339
21
0
06 Apr 2021
Objects are Different: Flexible Monocular 3D Object Detection
Objects are Different: Flexible Monocular 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021
Yunpeng Zhang
Jiwen Lu
Jie Zhou
3DPC
251
311
0
06 Apr 2021
Efficient DETR: Improving End-to-End Object Detector with Dense Prior
Efficient DETR: Improving End-to-End Object Detector with Dense Prior
Z. Yao
Jiangbo Ai
Boxun Li
Fangqiu Yi
ViT
269
303
0
03 Apr 2021
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression
SCALoss: Side and Corner Aligned Loss for Bounding Box RegressionAAAI Conference on Artificial Intelligence (AAAI), 2021
Tu Zheng
Shuai Zhao
Yang Liu
Zili Liu
Deng Cai
254
14
0
01 Apr 2021
Force-and-moment-based Model Predictive Control for Achieving Highly
  Dynamic Locomotion on Bipedal Robots
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal RobotsIEEE Conference on Decision and Control (CDC), 2021
Junheng Li
G. Alcan
381
21
0
31 Mar 2021
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D
  Object Detection
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021
Abhinav Kumar
Garrick Brazil
Xiaoming Liu
249
109
0
31 Mar 2021
Learning Spatio-Temporal Transformer for Visual Tracking
Learning Spatio-Temporal Transformer for Visual TrackingIEEE International Conference on Computer Vision (ICCV), 2021
Bin Yan
Houwen Peng
Jianlong Fu
Dong Wang
Huchuan Lu
ViT
248
963
0
31 Mar 2021
Delving into Localization Errors for Monocular 3D Object Detection
Delving into Localization Errors for Monocular 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021
Cheng Wang
Yinmin Zhang
Dan Xu
Dongzhan Zhou
Shuai Yi
Haojie Li
Wanli Ouyang
3DPC
186
273
0
30 Mar 2021
Dynamic Attention guided Multi-Trajectory Analysis for Single Object
  Tracking
Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking
Tianlin Li
Zhe Chen
Jin Tang
Bin Luo
Yaowei Wang
Yonghong Tian
Feng Wu
213
51
0
30 Mar 2021
Score-oriented loss (SOL) functions
Score-oriented loss (SOL) functionsPattern Recognition (Pattern Recogn.), 2021
Francesco Marchetti
Sabrina Guastavino
Michele Piana
C. Campi
83
16
0
29 Mar 2021
Transformer Tracking
Transformer TrackingComputer Vision and Pattern Recognition (CVPR), 2021
Xin Chen
Bin Yan
Jiawen Zhu
Dong Wang
Xiaoyun Yang
Huchuan Lu
ViT
303
1,163
0
29 Mar 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using
  Spatial and Temporal Transformers
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Tianyu Zhu
Markus Hiller
Mahsa Ehsanpour
Rongkai Ma
Tom Drummond
Ian Reid
Hamid Rezatofighi
VOT
357
55
0
27 Mar 2021
OTA: Optimal Transport Assignment for Object Detection
OTA: Optimal Transport Assignment for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021
Zheng Ge
Songtao Liu
Zeming Li
Osamu Yoshie
Jian Sun
OT
233
482
0
26 Mar 2021
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic TasksComputer Vision and Pattern Recognition (CVPR), 2021
Hao Li
Tianwen Fu
Jifeng Dai
Jiaming Song
Gao Huang
Xizhou Zhu
261
31
0
25 Mar 2021
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object
  Detection
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object DetectionIET Computer Vision (ICV), 2021
Shengkai Wu
Jinrong Yang
Hangchen Yu
L. Gou
Xiaoping Li
76
7
0
25 Mar 2021
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class
  Correlation Exploitation
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation
Gongjie Zhang
Zhipeng Luo
Kaiwen Cui
Shijian Lu
ViT
290
84
0
22 Mar 2021
Control Distance IoU and Control Distance IoU Loss Function for Better
  Bounding Box Regression
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression
Dong Chen
Duoqian Miao
88
19
0
22 Mar 2021
DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative
  Correlation Filter and Attentional Siamese Network
DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative Correlation Filter and Attentional Siamese Network
Xizhe Xue
Ying Li
Xiaoyue Yin
Qiang Shen
98
0
0
19 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
Hopper: Multi-hop Transformer for Spatiotemporal ReasoningInternational Conference on Learning Representations (ICLR), 2021
Honglu Zhou
Asim Kadav
Farley Lai
Alexandru Niculescu-Mizil
Martin Renqiang Min
Mubbasir Kapadia
H. Graf
LRM
210
18
0
19 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance
  Segmentation
SG-Net: Spatial Granularity Network for One-Stage Video Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2021
Dongfang Liu
Yiming Cui
Wenbo Tan
Yingjie Chen
272
134
0
18 Mar 2021
Revisiting the Loss Weight Adjustment in Object Detection
Wenxin Yu
Yucheng Hu
Tianxiang Lan
Dong Yin
286
3
0
17 Mar 2021
You Only Look One-level Feature
You Only Look One-level FeatureComputer Vision and Pattern Recognition (CVPR), 2021
Qiang Chen
Yingming Wang
Tong Yang
Xinming Zhang
Jian Cheng
Jian Sun
ObjD
215
622
0
17 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small
  Object Detection
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021
Chenhongyi Yang
Zehao Huang
Naiyan Wang
ObjD
282
345
0
16 Mar 2021
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense
  Convolutions
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense ConvolutionsIEEE International Conference on Robotics and Automation (ICRA), 2021
Ryan Razani
Ran Cheng
E. Taghavi
Bingbing Liu
3DPC
201
63
0
16 Mar 2021
Probabilistic two-stage detection
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Xingyi Zhou
V. Koltun
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222
257
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Reformulating HOI Detection as Adaptive Set Prediction
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Mingfei Chen
Yue Liao
Si Liu
Zhiyuan Chen
Haiwei Yang
Chao Qian
339
172
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QPIC: Query-Based Pairwise Human-Object Interaction Detection with
  Image-Wide Contextual Information
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Masato Tamura
Hiroki Ohashi
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283
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SCD: A Stacked Carton Dataset for Detection and Segmentation
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Jinrong Yang
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L. Gou
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Chenxi Lin
Jiazhuo Wang
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Xiaoping Li
189
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Localization Distillation for Dense Object Detection
Localization Distillation for Dense Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021
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ObjD
380
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