Rethinking Classification and Localization for Cascade R-CNN

Feature selective anchor-free module for single-shot object detection

Original

Chenchen Zhu, Yihui He, and Marios Savvides · 1907

Earlier work this paper cites.

Rich feature hierarchies for accurate object detection and semantic segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014

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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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A convolutional neural network cascade for face detection

Haoxiang Li, Zhe Lin, Xiaohui Shen, Jonathan Brandt, and Gang Hua · 2015

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Faster r-cnn: Towards real-time object detection with region proposal networks

Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015

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Attend refine repeat: Active box proposal generation via in-out localization

Original

Spyros Gidaris and Nikos Komodakis · 2016

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Craft objects from images

Bin Yang, Junjie Yan, Zhen Lei, and Stan Z Li · 2016

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Soft-nms–improving object detection with one line of code

Navaneeth Bodla, Bharat Singh, Rama Chellappa, and Larry S Davis · 2017

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Deformable convolutional networks

Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, and Yichen Wei · 2017

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Mask r-cnn

Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017

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Aggregated residual transformations for deep neural networks

Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, and Kaiming He · 2017

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Cascade region proposal and global context for deep object detection

Original

Qiaoyong Zhong, Chao Li, Yingying Zhang, Di Xie, Shicai Yang, and Shiliang Pu · 2017

Later among the works it cites.

Cascade r-cnn: Delving into high quality object detection

Zhaowei Cai and Nuno Vasconcelos · 2018

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Cornernet: Detecting objects as paired keypoints

Hei Law and Jia Deng · 2018

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Gradient harmonized single-stage detector

Original

Buyu Li, Yu Liu, and Xiaogang Wang · 2018

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Grid R-CNN

Original

Xin Lu, Buyu Li, Yuxin Yue, Quanquan Li, and Junjie Yan · 2018

Later among the works it cites.