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Region anchors are the cornerstone of modern object detection techniques.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
Are we ready for autonomous driving? the kitti vision benchmark suite
Andreas Geiger, Philip Lenz, and Raquel Urtasun · 2012
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Earlier work this paper cites.
The pascal visual object classes challenge: A retrospective
Mark Everingham, SM Ali Eslami, Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman · 2015
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Deepproposal: Hunting objects by cascading deep convolutional layers
Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, and Luc Van Gool · 2015
Earlier work this paper cites.
Object detection via a multi-region and semantic segmentation-aware cnn model
Spyros Gidaris and Nikos Komodakis · 2015
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Fast r-cnn
Ross Girshick · 2015
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Densebox: Unifying landmark localization with end to end object detection
Lichao Huang, Yi Yang, Yafeng Deng, and Yinan Yu · 2015
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
Earlier work this paper cites.
R-fcn: Object detection via region-based fully convolutional networks
Jifeng Dai, Yi Li, Kaiming He, and Jian Sun · 2016
Earlier work this paper cites.
R-FCN: Object detection via region-based fully convolutional networks
Jifeng Dai, Yi Li, Kaiming He, and Jian Sun · 2016
Earlier work this paper cites.
Attend refine repeat: Active box proposal generation via in-out localization
Spyros Gidaris and Nikos Komodakis · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Cited alongside, same era.
Scale-aware pixelwise object proposal networks
Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Eng Hock Francis Tay, and Shuicheng Yan · 2016
Cited alongside, same era.
Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
Cited alongside, same era.
G-cnn: an iterative grid based object detector
Mahyar Najibi, Mohammad Rastegari, and Larry S Davis · 2016
Cited alongside, same era.
Learning to refine object segments
Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, and Piotr Dollár · 2016
Cited alongside, same era.
You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi · 2016
Cited alongside, same era.
Focal loss for dense object detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, and Piotr Dollár · 2017
Later among the works it cites.
Yolo9000: Better, faster, stronger
Joseph Redmon and Ali Farhadi · 2017
Later among the works it cites.
Cascade region proposal and global context for deep object detection
Qiaoyong Zhong, Chao Li, Yingying Zhang, Di Xie, Shicai Yang, and Shiliang Pu · 2017
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Cascade r-cnn: Delving into high quality object detection
Zhaowei Cai and Nuno Vasconcelos · 2018
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Toward scale-invariance and position-sensitive region proposal networks
Hsueh-Fu Lu, Xiaofei Du, and Ping-Lin Chang · 2018
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Beyond trade-off: Accelerate fcn-based face detector with higher accuracy
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Craft objects from images
Bin Yang, Junjie Yan, Zhen Lei, and Stan Z. Li · 2016
Cited alongside, same era.
Mask r-cnn
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
Cited alongside, same era.
Zoom out-and-in network with map attention decision for region proposal and object detection
Hongyang Li, Yu Liu, Wanli Ouyang, and Xiaogang Wang · 2017
Cited alongside, same era.
Not all pixels are equal: difficulty-aware semantic segmentation via deep layer cascade
Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2017
Cited alongside, same era.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollar, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
Cited alongside, same era.
Guanglu Song, Yu Liu, Ming Jiang, Yujie Wang, Junjie Yan, and Biao Leng · 2018
Later among the works it cites.
Improving object localization with fitness nms and bounded iou loss
Lachlan Tychsen-Smith and Lars Petersson · 2018
Later among the works it cites.
Single-shot bidirectional pyramid networks for high-quality object detection, 2018
Xiongwei Wu, Daoxin Zhang, Jianke Zhu, and Steven C. H. Hoi · 2018
Later among the works it cites.
Metaanchor: Learning to detect objects with customized anchors
Tong Yang, Xiangyu Zhang, Zeming Li, Wenqiang Zhang, and Jian Sun · 2018
Later among the works it cites.
Single-shot refinement neural network for object detection
Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, and Stan Z. Li · 2018
Later among the works it cites.
Hybrid task cascade for instance segmentation, 2019
Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, and Dahua Lin · 2019
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