PCANet: A Simple Deep Learning Baseline for Image Classification?

14 April 2014

Papers citing "PCANet: A Simple Deep Learning Baseline for Image Classification?"

22 / 72 papers shown

Title
Eye in the Sky: Real-time Drone Surveillance System (DSS) for Violent Individuals Identification using ScatterNet Hybrid Deep Learning Network Amarjot Singh Devendra Patil SN Omkar 16 119 0 03 Jun 2018
L1-(2D)2PCANet: A Deep Learning Network for Face Recognition Yunkun Li Xiaojun Wu J. Kittler CVBM 3DPC 16 19 0 26 May 2018
RMDL: Random Multimodel Deep Learning for Classification Kamran Kowsari Mojtaba Heidarysafa Donald E. Brown K. Meimandi Laura E. Barnes VLM OOD 11 156 0 03 May 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 20 12 0 28 Feb 2018
From BoW to CNN: Two Decades of Texture Representation for Texture Classification Li Liu Jie Chen Paul Fieguth Guoying Zhao Rama Chellappa M. Pietikäinen 3DV 26 332 0 31 Jan 2018
Evolving Deep Convolutional Neural Networks for Image Classification Y. Sun Bing Xue Mengjie Zhang Gary G. Yen ODL 27 568 0 30 Oct 2017
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition Isma Hadji Richard P. Wildes 14 27 0 22 Aug 2017
Sparse Deep Nonnegative Matrix Factorization Zhenxing Guo Shihui Zhang 11 33 0 28 Jul 2017
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification Rao Muhammad Anwer F. Khan Joost van de Weijer M. Molinier Jorma T. Laaksonen 20 242 0 05 Jun 2017
PCA-Initialized Deep Neural Networks Applied To Document Image Analysis Mathias Seuret Michele Alberti Rolf Ingold Marcus Liwicki ODL 17 54 0 01 Feb 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 16 15 0 29 Jan 2017
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval V. Cheplygina Xuemin Lin D. Lynch W. Zhang 11 156 0 18 Jan 2017
AutoGP: Exploring the Capabilities and Limitations of Gaussian Process Models K. Krauth Edwin V. Bonilla Kurt Cutajar Maurizio Filippone GP BDL 9 54 0 18 Oct 2016
Convexified Convolutional Neural Networks Yuchen Zhang Percy Liang Martin J. Wainwright 19 64 0 04 Sep 2016
Stacked Approximated Regression Machine: A Simple Deep Learning Approach Zhangyang Wang Shiyu Chang Qing Ling Shuai Huang Xia Hu Honghui Shi Thomas S. Huang BDL 12 2 0 14 Aug 2016
CUNet: A Compact Unsupervised Network for Image Classification Le Dong Ling He Gaipeng Kong Qianni Zhang Xiaochun Cao E. Izquierdo SSL 17 24 0 06 Jul 2016
Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification Lin Wu Chunhua Shen A. Hengel 15 209 0 06 Jun 2016
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval G. Cao Alexandros Iosifidis Ke Chen M. Gabbouj 13 89 0 31 May 2016
Learning Structured Ordinal Measures for Video based Face Recognition R. He T. Tan L. Davis Zhenan Sun CVBM 12 27 0 09 Jul 2015
Color Image Classification via Quaternion Principal Component Analysis Network Rui Zeng Jiasong Wu Zhuhong Shao Yang Chen L. Senhadji H. Shu 16 71 0 05 Mar 2015
Tensor object classification via multilinear discriminant analysis network Rui Zeng Jiasong Wu L. Senhadji H. Shu 24 14 0 05 Nov 2014
Learning Deep Face Representation Haoqiang Fan Zhimin Cao Yuning Jiang Qi Yin Chinchilla Doudou SSL CVBM 44 109 0 12 Mar 2014