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Non-maximum suppression is an integral part of the object detection pipeline.
Edge and curve detection for visual scene analysis
A. Rosenfeld and M. Thurston · 1971
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Scale & affine invariant interest point detectors
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Histograms of oriented gradients for human detection
N. Dalal and B. Triggs · 2005
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Object retrieval with large vocabularies and fast spatial matching
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Pedestrian detection: A benchmark
P. Dollár, C. Wojek, B. Schiele, and P. Perona · 2009
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The pascal visual object classes (voc) challenge
M. Everingham, L. Van Gool, C. K. Williams, J. Winn, and A. Zisserman · 2010
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Object detection with discriminatively trained part-based models
P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan · 2010
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Discriminative models for multi-class object layout
C. Desai, D. Ramanan, and C. C. Fowlkes · 2011
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Vision meets robotics: The kitti dataset
A. Geiger, P. Lenz, C. Stiller, and R. Urtasun · 2013
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Optimized pedestrian detection for multiple and occluded people
S. Rujikietgumjorn and R. T. Collins · 2013
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Edge boxes: Locating object proposals from edges
C. L. Zitnick and P. Dollár · 2014
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Spatial semantic regularisation for large scale object detection
D. Mrowca, M. Rohrbach, J. Hoffman, R. Hu, K. Saenko, and T. Darrell · 2015
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Faster r-cnn: Towards real-time object detection with region proposal networks
S. Ren, K. He, R. Girshick, and J. Sun · 2015
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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Individualness and determinantal point processes for pedestrian detection
D. Lee, G. Cha, M.-H. Yang, and S. Oh · 2016
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R-fcn: Object detection via region-based fully convolutional networks
Y. Li, K. He, J. Sun, et al · 2016
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Rich feature hierarchies for accurate object detection and semantic segmentation
R. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014
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Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
Cited alongside, same era.
Microsoft coco: Common objects in context
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014
Cited alongside, same era.
Non-maximum suppression for object detection by passing messages between windows
R. Rothe, M. Guillaumin, and L. Van Gool · 2014
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Ssd: Single shot multibox detector
W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C.-Y. Fu, and A. C. Berg · 2016
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You only look once: Unified, real-time object detection
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi · 2016
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Unconstrained salient object detection via proposal subset optimization
J. Zhang, S. Sclaroff, Z. Lin, X. Shen, B. Price, and R. Mech · 2016
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Deformable convolutional networks
J. Dai, H. Qi, Y. Xiong, Y. Li, G. Zhang, H. Hu, and Y. Wei · 2017
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