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Light-Head R-CNN: In Defense of Two-Stage Object Detector
v1v2 (latest)

Light-Head R-CNN: In Defense of Two-Stage Object Detector

20 November 2017
Zeming Li
Chao Peng
Gang Yu
Xiangyu Zhang
Yangdong Deng
Jian Sun
    ObjD
ArXiv (abs)PDFHTML

Papers citing "Light-Head R-CNN: In Defense of Two-Stage Object Detector"

50 / 99 papers shown
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Wenhui Diao
Haichen Yu
Kaiyue Kang
Tong Ling
Di Liu
...
Hanbo Bi
Libo Ren
Xuexue Li
Yongqiang Mao
Xian Sun
1.0K
9
0
20 Sep 2024
LR-FPN: Enhancing Remote Sensing Object Detection with Location Refined
  Feature Pyramid Network
LR-FPN: Enhancing Remote Sensing Object Detection with Location Refined Feature Pyramid NetworkIEEE International Joint Conference on Neural Network (IJCNN), 2024
Hanqian Li
Ruinan Zhang
Ye Pan
Junchi Ren
Fei Shen
ObjD
297
50
0
02 Apr 2024
PrObeD: Proactive Object Detection Wrapper
PrObeD: Proactive Object Detection WrapperNeural Information Processing Systems (NeurIPS), 2023
Vishal Asnani
Abhinav Kumar
Suya You
Xiaoming Liu
308
10
0
28 Oct 2023
Computation-efficient Deep Learning for Computer Vision: A Survey
Computation-efficient Deep Learning for Computer Vision: A Survey
Yulin Wang
Yizeng Han
Chaofei Wang
Shiji Song
Qi Tian
Gao Huang
VLM
307
33
0
27 Aug 2023
Evaluation of Environmental Conditions on Object Detection using
  Oriented Bounding Boxes for AR Applications
Evaluation of Environmental Conditions on Object Detection using Oriented Bounding Boxes for AR Applications
Vladislav Li
Barbara Villarini
Jean-Christophe Nebel
T. Lagkas
Panagiotis G. Sarigiannidis
Vasileios Argyriou
102
1
0
29 Jun 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic
  Detectors
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors
Shaoyu Chen
Tianheng Cheng
Jiemin Fang
Qian Zhang
Yuan Li
Wenyu Liu
Xinggang Wang
ObjD
116
12
0
07 Apr 2023
Detecting Objects with Context-Likelihood Graphs and Graph Refinement
Detecting Objects with Context-Likelihood Graphs and Graph RefinementIEEE International Conference on Computer Vision (ICCV), 2022
Aritra Bhowmik
Yu Wang
N. Baka
Martin R. Oswald
Cees G. M. Snoek
315
2
0
23 Dec 2022
Image-Based Fire Detection in Industrial Environments with YOLOv4
Image-Based Fire Detection in Industrial Environments with YOLOv4International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022
O. Zell
Joel Pålsson
Kevin Hernandez Diaz
F. Alonso-Fernandez
Felix Nilsson
AI4CE
95
5
0
09 Dec 2022
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board
  Camera Image Processing
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing
A. Palmas
P. Andronico
225
5
0
02 Nov 2022
A Survey on Physical Adversarial Attack in Computer Vision
A Survey on Physical Adversarial Attack in Computer Vision
Donghua Wang
Wen Yao
Tingsong Jiang
Guijian Tang
Xiaoqian Chen
AAML
481
49
0
28 Sep 2022
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images
LO-Det: Lightweight Oriented Object Detection in Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Zhanchao Huang
Wei Li
X. Xia
Hao Wang
F. Jie
R. Tao
ObjD
148
58
0
16 Sep 2022
A Comprehensive Study of Real-Time Object Detection Networks Across
  Multiple Domains: A Survey
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey
Elahe Arani
Shruthi Gowda
Ratnajit Mukherjee
Omar Magdy
Senthilkumar S. Kathiresan
Bahram Zonooz
ObjDOOD
370
33
0
23 Aug 2022
HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for
  Object Detection
HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for Object Detection
Ji Liu
Dong Li
Zekun Li
Han Liu
Wenjing Ke
Lu Tian
Yi Shan
123
0
0
23 Jul 2022
Delving into the Scale Variance Problem in Object Detection
Delving into the Scale Variance Problem in Object DetectionIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2021
Junliang Chen
Xiaodong Zhao
Linlin Shen
ObjD
115
3
0
16 Jun 2022
Selective Multi-Scale Learning for Object Detection
Selective Multi-Scale Learning for Object DetectionInternational Conference on Artificial Neural Networks (ICANN), 2022
Junliang Chen
Weizeng Lu
Linlin Shen
ObjD
70
5
0
16 Jun 2022
Dynamic Sparse R-CNN
Dynamic Sparse R-CNNComputer Vision and Pattern Recognition (CVPR), 2022
Qinghang Hong
Fengming Liu
Dong Li
Ji Liu
Lu Tian
Yi Shan
ObjD
180
34
0
04 May 2022
R(Det)^2: Randomized Decision Routing for Object Detection
R(Det)^2: Randomized Decision Routing for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022
Yali Li
Shengjin Wang
ObjD
198
10
0
02 Apr 2022
Prediction-Guided Distillation for Dense Object Detection
Prediction-Guided Distillation for Dense Object DetectionEuropean Conference on Computer Vision (ECCV), 2022
Chenhongyi Yang
Mateusz Ochal
Amos Storkey
Elliot J. Crowley
277
34
0
10 Mar 2022
Decoupled IoU Regression for Object Detection
Decoupled IoU Regression for Object DetectionACM Multimedia (MM), 2021
Yan Gao
Qimeng Wang
Xu Tang
Haochen Wang
Fei Ding
Jing Li
Yao Hu
236
22
0
02 Feb 2022
Deep Learning for UAV-based Object Detection and Tracking: A Survey
Deep Learning for UAV-based Object Detection and Tracking: A SurveyIEEE Geoscience and Remote Sensing Magazine (GRSM), 2021
Chao Xu
Wei Li
Danfeng Hong
R. Tao
Yong Liu
238
254
0
25 Oct 2021
Identification of Driver Phone Usage Violations via State-of-the-Art
  Object Detection with Tracking
Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with Tracking
S. Carrell
Amir Atapour-Abarghouei
136
5
0
05 Sep 2021
TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for
  Object Detection on Drone-captured Scenarios
TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios
Xingkui Zhu
Shuchang Lyu
Xu Wang
Qi Zhao
172
1,558
0
26 Aug 2021
A More Compact Object Detector Head Network with Feature Enhancement and
  Relational Reasoning
A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning
Wen Zhang
Chong Fu
Xiang shi Chang
T. Zhao
Xiang Li
Chiu-Wing Sham
ObjD
234
15
0
28 Jun 2021
Deep Learning for Weakly-Supervised Object Detection and Object
  Localization: A Survey
Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey
Feifei Shao
Long Chen
Jian Shao
Wei Ji
Shaoning Xiao
Lu Ye
Yueting Zhuang
Jun Xiao
WSOD
210
20
0
26 May 2021
Revisiting Knowledge Distillation for Object Detection
Revisiting Knowledge Distillation for Object Detection
Amin Banitalebi-Dehkordi
125
7
0
22 May 2021
LGA-RCNN: Loss-Guided Attention for Object Detection
LGA-RCNN: Loss-Guided Attention for Object Detection
Xin Yi
Jiahao Wu
Bo Ma
Yang-Mang Ou
Longyao Liu
ObjD
239
1
0
28 Apr 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and
  Challenges
Object Detection in Aerial Images: A Large-Scale Benchmark and ChallengesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Jian Ding
Nan Xue
Guisong Xia
X. Bai
Wen Yang
...
Serge J. Belongie
Jiebo Luo
Mihai Datcu
Marcello Pelillo
Guang Dai
437
540
0
24 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection
Scale Normalized Image Pyramids with AutoFocus for Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Bharat Singh
Mahyar Najibi
Abhishek Sharma
L. Davis
ObjD
151
23
0
10 Feb 2021
MRDet: A Multi-Head Network for Accurate Oriented Object Detection in
  Aerial Images
MRDet: A Multi-Head Network for Accurate Oriented Object Detection in Aerial ImagesIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Ran Qin
Qingjie Liu
Guangshuai Gao
Di Huang
Yunhong Wang
ObjD
220
30
0
24 Dec 2020
Object Detection based on OcSaFPN in Aerial Images with Noise
Object Detection based on OcSaFPN in Aerial Images with Noise
Chengyuan Li
Jun Liu
H. Hong
Wenju Mao
Chenjie Wang
Chudi Hu
X. Su
B. Luo
213
4
0
18 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model
MiniVLM: A Smaller and Faster Vision-Language Model
Jianfeng Wang
Xiaowei Hu
Pengchuan Zhang
Xiujun Li
Lijuan Wang
Guang Dai
Jianfeng Gao
Zicheng Liu
VLMMLLM
240
70
0
13 Dec 2020
Bringing AI To Edge: From Deep Learning's Perspective
Bringing AI To Edge: From Deep Learning's PerspectiveNeurocomputing (Neurocomputing), 2020
Di Liu
Hao Kong
Xiangzhong Luo
Weichen Liu
Ravi Subramaniam
250
153
0
25 Nov 2020
Fast Object Detection with Latticed Multi-Scale Feature Fusion
Fast Object Detection with Latticed Multi-Scale Feature Fusion
Yue Shi
Bo Jiang
Zhengping Che
Yong Dai
ObjD
127
0
0
05 Nov 2020
PIDNet: An Efficient Network for Dynamic Pedestrian Intrusion Detection
PIDNet: An Efficient Network for Dynamic Pedestrian Intrusion DetectionACM Multimedia (ACM MM), 2020
Jingchen Sun
Jiming Chen
Tao Chen
Jiayuan Fan
Shibo He
173
10
0
01 Sep 2020
Physical Adversarial Attack on Vehicle Detector in the Carla Simulator
Physical Adversarial Attack on Vehicle Detector in the Carla Simulator
Tong Wu
Xuefei Ning
Wenshuo Li
Ranran Huang
Huazhong Yang
Yu Wang
AAML
185
62
0
31 Jul 2020
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware
  Priors
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors
Rohun Tripathi
Vasu Singla
Mahyar Najibi
Bharat Singh
Abhishek Sharma
L. Davis
164
3
0
19 Jul 2020
Single Shot Video Object Detector
Single Shot Video Object Detector
Jiajun Deng
Yingwei Pan
Ting Yao
Wen-gang Zhou
Houqiang Li
Tao Mei
ObjD
177
47
0
07 Jul 2020
Learning a Domain Classifier Bank for Unsupervised Adaptive Object
  Detection
Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection
Sanli Tang
Zhanzhan Cheng
Shiliang Pu
Dashan Guo
Yi Niu
Leilei Gan
89
2
0
06 Jul 2020
LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery
LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial ImageryISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2020
Wentong Liao
Xiang Chen
Jingfeng Yang
Stefan Roth
Michael Goesele
M. Yang
Bodo Rosenhahn
ObjD
108
11
0
28 May 2020
Learning to segment from misaligned and partial labels
Learning to segment from misaligned and partial labels
Simone Fobi
Terence Conlon
Jay Taneja
V. Modi
167
8
0
27 May 2020
Visual Relationship Detection using Scene Graphs: A Survey
Visual Relationship Detection using Scene Graphs: A Survey
Aniket Agarwal
Ayush Mangal
Vipul
GNN
174
21
0
16 May 2020
Lightweight Mask R-CNN for Long-Range Wireless Power Transfer Systems
Lightweight Mask R-CNN for Long-Range Wireless Power Transfer SystemsInternational Conference on Wireless Communications and Signal Processing (WCSP), 2019
Hao Li
Aozhou Wu
Wen Fang
Qingqing Zhang
Mingqing Liu
Qingwen Liu
Wei Chen
94
4
0
19 Apr 2020
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple
  Views
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple ViewsInternational Conference on Pattern Recognition (ICPR), 2020
A. Elmi
Davide Mazzini
Pietro Tortella
3DH
112
5
0
06 Apr 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object
  Detection
Hit-Detector: Hierarchical Trinity Architecture Search for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020
Jianyuan Guo
Kai Han
Yunhe Wang
Chao Zhang
Zhaohui Yang
Hanxue Wu
Xinghao Chen
Chang Xu
185
103
0
26 Mar 2020
Review of data analysis in vision inspection of power lines with an
  in-depth discussion of deep learning technology
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology
Xinyu Liu
Xiren Miao
Hao Jiang
Jia Chen
133
14
0
22 Mar 2020
A Machine Learning Framework for Data Ingestion in Document Images
A Machine Learning Framework for Data Ingestion in Document Images
Han Fu
Yunyu Bai
Zhuo Li
Jun Shen
Jianling Sun
87
1
0
11 Feb 2020
PENet: Object Detection using Points Estimation in Aerial Images
PENet: Object Detection using Points Estimation in Aerial Images
Ziyang Tang
Xiang Liu
Guangyu Shen
B. Yang
3DPC
162
18
0
22 Jan 2020
NETNet: Neighbor Erasing and Transferring Network for Better Single Shot
  Object Detection
NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020
Yazhao Li
Yanwei Pang
Jianbing Shen
Jiale Cao
Ling Shao
ObjD
145
37
0
18 Jan 2020
Detection and Tracking Meet Drones Challenge
Detection and Tracking Meet Drones ChallengeIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Q. Hu
Longyin Wen
Dawei Du
Xiao Bian
Heng Fan
Q. Hu
Haibin Ling
AI4TS
466
893
0
16 Jan 2020
AugFPN: Improving Multi-scale Feature Learning for Object Detection
AugFPN: Improving Multi-scale Feature Learning for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019
Chaoxu Guo
Bin Fan
Qian Zhang
Shiming Xiang
Chunhong Pan
ObjD
151
452
0
11 Dec 2019
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