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We present DAFNe, a Dense one-stage Anchor-Free deep Network for oriented object detection.
FoveaBox: Beyond Anchor-based Object Detector
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ImageNet: A Large-Scale Hierarchical Image Database
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Simultaneous Detection and Segmentation
Hariharan, B.; Arbeláez, P.; Girshick, R.; and Malik, J. 2014 · 2014
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Hypercolumns for object segmentation and fine-grained localization
Hariharan, B.; Arbeláez, P.; Girshick, R.; and Malik, J. 2015 · 2015
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Deep visual-semantic alignments for generating image descriptions
Karpathy, A.; and Fei-Fei, L. 2015 · 2015
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Ren, S.; He, K.; Girshick, R.; and Sun, J. 2015 · 2015
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Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Xu, K.; Ba, J.; Kiros, R.; Cho, K.; Courville, A.; Salakhudinov, R.; Zemel, R.; and Bengio, Y. 2015 · 2015
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Instance-Aware Semantic Segmentation via Multi-task Network Cascades
Dai, J.; He, K.; and Sun, J. 2016 · 2016
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Deep Learning
Goodfellow, I.; Bengio, Y.; and Courville, A. 2016 · 2016
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Deep Residual Learning for Image Recognition
He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016 · 2016
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SSD: Single Shot MultiBox Detector
Liu, W.; Anguelov, D.; Erhan, D.; Szegedy, C.; Reed, S. E.; Fu, C.-Y.; and Berg, A. C. 2016 · 2016
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You Only Look Once: Unified, Real-Time Object Detection
Redmon, J.; Divvala, S.; Girshick, R.; and Farhadi, A. 2016 · 2016
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UnitBox: An Advanced Object Detection Network
Yu, J.; Jiang, Y.; Wang, Z.; Cao, Z.; and Huang, T. 2016 · 2016
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Rethinking Atrous Convolution for Semantic Image Segmentation
Chen, L.-C.; Papandreou, G.; Schroff, F.; and Adam, H. 2017 · 2017
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Mask R-CNN
He, K.; Gkioxari, G.; Dollár, P.; and Girshick, R. 2017 · 2017
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Feature Pyramid Networks for Object Detection
Lin, T.-Y.; Dollár, P.; Girshick, R.; He, K.; Hariharan, B.; and Belongie, S. 2017 · 2017
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Learning a Rotation Invariant Detector with Rotatable Bounding Box
Liu, L.; Pan, Z.; and Lei, B. 2017 · 2017
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A High Resolution Optical Satellite Image Dataset for Ship Recognition and Some New Baselines
Liu, Z.; Yuan, L.; Weng, L.; and Yang, Y. 2017 · 2017
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CornerNet: Detecting Objects as Paired Keypoints
Law, H.; and Deng, J. 2019 · 2019
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Feature-Attentioned Object Detection in Remote Sensing Imagery
Li, C.; Xu, C.; Cui, Z.; Wang, D.; Zhang, T.; and Yang, J. 2019b · 2019
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FCOS: Fully Convolutional One-Stage Object Detection
Tian, Z.; Shen, C.; Chen, H.; and He, T. 2019 · 2019
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Bottom-up Object Detection by Grouping Extreme and Center Points
Zhou, X.; Zhuo, J.; and Krähenbühl, P. 2019 · 2019
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PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments
Chen, Z.; Chen, K.-A.; Lin, W.; See, J.; Yu, H.; Ke, Y.; and Yang, C. 2020 · 2020
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Focal Loss for Dense Object Detection
Lin, T.-Y.; Goyal, P.; Girshick, R.; He, K.; and Dollár, P. 2020 · 2020
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Redmon, J.; and Farhadi, A. 2017 · 2017
Cited alongside, same era.
Oriented Response Networks
Zhou, Y.; Ye, Q.; Qiu, Q.; and Jiao, J. 2017 · 2017
Cited alongside, same era.
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
Goyal, P.; Dollár, P.; Girshick, R.; Noordhuis, P.; Wesolowski, L.; Kyrola, A.; Tulloch, A.; Jia, Y.; and He, K. 2018 · 2018
Cited alongside, same era.
T-CNN: Tubelets With Convolutional Neural Networks for Object Detection From Videos
Kang, K.; Li, H.; Yan, J.; Zeng, X.; Yang, B.; Xiao, T.; Zhang, C.; Wang, Z.; Wang, R.; Wang, X.; and Ouyang, W. 2018 · 2018
Cited alongside, same era.
Arbitrary-Oriented Scene Text Detection via Rotation Proposals
Ma, J.; Shao, W.; Ye, H.; Wang, L.; Wang, H.; Zheng, Y.; and Xue, X. 2018 · 2018
Cited alongside, same era.
YOLOv3: An Incremental Improvement
Redmon, J.; and Farhadi, A. 2018 · 2018
Cited alongside, same era.
Salience Biased Loss for Object Detection in Aerial Images
Sun, P.; Chen, G.; Luke, G.; and Shang, Y. 2018 · 2018
Cited alongside, same era.
Oriented objects as pairs of Middle Lines
Wei, H.; Zhang, Y.; Chang, Z.; Li, H.; Wang, H.; and Sun, X. 2020 · 2020
Later among the works it cites.
Axis Learning for Orientated Objects Detection in Aerial Images
Xiao, Z.; Qian, L.; Shao, W.; Tan, X.; and Wang, K. 2020 · 2020
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Arbitrary-Oriented Object Detection with Circular Smooth Label
Yang, X.; and Yan, J. 2020 · 2020
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Adaptive Period Embedding for Representing Oriented Objects in Aerial Images
Zhu, Y.; Du, J.; and Wu, X. 2020 · 2020
Later among the works it cites.
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection
Guo, Z.; Liu, C.; Zhang, X.; Jiao, J.; Ji, X.; and Ye, Q. 2021 · 2021
Closest in time.
Learning Modulated Loss for Rotated Object Detection
Qian, W.; Yang, X.; Peng, S.; Guo, Y.; and Yan, J. 2021 · 2021
Closest in time.
Predicting Arbitrary-Oriented Objects as Points in Remote Sensing Images
Wang, J.; Yang, L.; and Li, F. 2021 · 2021
Closest in time.
Oriented R-CNN for Object Detection
Xie, X.; Cheng, G.; Wang, J.; Yao, X.; and Han, J. 2021 · 2021
Closest in time.
AF-EMS Detector: Improve the Multi-Scale Detection Performance of the Anchor-Free Detector
Yan, J.; Zhao, L.; Diao, W.; Wang, H.; and Sun, X. 2021 · 2021
Closest in time.
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors
Yi, J.; Wu, P.; Liu, B.; Huang, Q.; Qu, H.; and Metaxas, D. N. 2021 · 2021
Closest in time.