Two-Stage Detectors is a class of object detection frameworks that first generates region proposals likely to contain objects and then classifies and refines these proposals in a subsequent stage, thereby distinguishing itself from single-stage methods by decoupling localization and classification into sequential steps.
291
Publications
64.2K
Citations
1.1K
Authors
345
Institutions
Publications per year
2017–2026
232
Variants
Two-stage Object Detectors
Parents
Publications
291
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 25.7K citations
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 9.6K citations
What is the best multi-stage architecture for object recognition?
Kevin Jarrett, Koray Kavukcuoglu, M. Ranzato et al. · 2009 · 2.2K citations
Single-Shot Refinement Neural Network for Object Detection
Shifeng Zhang, Longyin Wen, Xiao Bian et al. · 2018 · 1.7K citations
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · arXiv (Cornell University) · 2017 · 1.4K citations · Full text
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- ZT
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1–5 of 1.1K
Institutions
345
Chinese Academy of Sciences
Beijing, China
17 h-index
53 publications
2.7K citations
University of Chinese Academy of Sciences
Beijing, China
13 h-index
48 publications
7.1K citations
Tsinghua University
Beijing, China
11 h-index
25 publications
2.4K citations
Nanyang Technological University
Singapore, Singapore
7 h-index
17 publications
740 citations
Peking University
Beijing, China
7 h-index
31 publications
5.3K citations
Beihang University
Beijing, China
7 h-index
20 publications
1.9K citations
Northwestern Polytechnical University
Xi'an, China
7 h-index
19 publications
2K citations
Chinese University of Hong Kong
Hong Kong, Hong Kong
7 h-index
24 publications
2.8K citations
1–8 of 345
Venues
- arXiv (Cornell University)
Repository · 44 publications · 3.8K citations
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- IEEE Transactions on Image Processing
11 publications · 593 citations
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- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 8 publications · 1.9K citations
8
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- Remote Sensing
7 publications · 701 citations
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- Sensors
7 publications · 274 citations
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