Deep CNN Ensemble with Data Augmentation for Object Detection

ImageNet: A large-scale hierarchical image database

J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009

Earlier work this paper cites.

The pascal visual object classes (VOC) challenge

M. Everingham, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman · 2010

Earlier work this paper cites.

ImageNet classification with deep convolutional neural networks

A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012

Earlier work this paper cites.

Selective search for object recognition

J.R.R. Uijlings, K.E.A. van de Sande, T. Gevers, and A.W.M. Smeulders · 2013

Earlier work this paper cites.

Rich feature hierarchies for accurate object detection and semantic segmentation

R. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014

Cited alongside, same era.

Caffe: Convolutional architecture for fast feature embedding

Original

Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, and Trevor Darrell · 2014

Cited alongside, same era.

Microsoft COCO: Common objects in context

Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, and Piotr Dollár · 2014

Cited alongside, same era.

Object detection via a multi-region & semantic segmentation-aware CNN model

Original

Spyros Gidaris and Nikos Komodakis · 2015

Cited alongside, same era.

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, and Trevor Darrell · 2015

Closest in time.

ImageNet large scale visual recognition challenge

O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A.C. Berg, and Li Fei-Fei · 2015

Closest in time.

Very deep convolutional networks for large-scale image recognition

Karen Simonyan and Andrew Zisserman · 2015

Closest in time.

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich · 2015

Closest in time.