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PCANet: A Simple Deep Learning Baseline for Image Classification?

14 April 2014

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

32 / 232 papers shown

Title
AutoGP: Exploring the Capabilities and Limitations of Gaussian Process Models K. Krauth Edwin V. Bonilla Kurt Cutajar Maurizio Filippone GP BDL 73 54 0 18 Oct 2016
Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding M. Shafiee A. Wong 68 23 0 06 Sep 2016
Convexified Convolutional Neural Networks Yuchen Zhang Percy Liang Martin J. Wainwright 170 65 0 04 Sep 2016
Stacked Approximated Regression Machine: A Simple Deep Learning Approach Zhangyang Wang Shiyu Chang Qing Ling Shuai Huang Helen Zhou Honghui Shi Thomas S. Huang BDL 119 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 71 24 0 06 Jul 2016
Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification Lin Wu Chunhua Shen Anton Van Den Hengel 91 210 0 06 Jun 2016
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval G. Cao Alexandros Iosifidis Ke Chen Moncef Gabbouj 71 90 0 31 May 2016
Bayesian Variable Selection for Globally Sparse Probabilistic PCA C. Bouveyron Pierre Latouche Pierre-Alexandre Mattei 61 23 0 19 May 2016
DCTNet and PCANet for acoustic signal feature extraction Yin Xian Andrew Thompson Xiaobai Sun D. Nowacek L. Nolte 26 1 0 28 Apr 2016
Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition C. Low Andrew Beng Jin Teoh C. Ng CVBM 52 50 0 24 Apr 2016
TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks D. Laptev Nikolay Savinov J. M. Buhmann Marc Pollefeys OOD 107 257 0 21 Apr 2016
Object Recognition Based on Amounts of Unlabeled Data Fuqiang Liu Fukun Bi Liang Chen 28 0 0 25 Mar 2016
Convolution in Convolution for Network in Network Yanwei Pang Manli Sun Xiaoheng Jiang Xuelong Li 83 168 0 22 Mar 2016
PCANet: An energy perspective Jiasong Wu Shijie Qiu Youyong Kong Longyu Jiang L. Senhadji H. Shu 23 19 0 03 Mar 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 219 2,455 0 28 Jan 2016
Kernel principal component analysis network for image classification Dan Wu Jiasong Wu Rui Zeng Longyu Jiang L. Senhadji H. Shu 21 11 0 20 Dec 2015
Deep Linear Discriminant Analysis Matthias Dorfer Rainer Kelz Gerhard Widmer 93 135 0 15 Nov 2015
The Radon cumulative distribution transform and its application to image classification Soheil Kolouri Se Rim Park Gustavo K. Rohde 78 95 0 10 Nov 2015
Deep Trans-layer Unsupervised Networks for Representation Learning Wentao Zhu Jun Miao Laiyun Qing Xilin Chen SSL 39 2 0 27 Sep 2015
Learning Structured Ordinal Measures for Video based Face Recognition Ran He Tieniu Tan L. Davis Zhenan Sun CVBM 52 27 0 09 Jul 2015
DCTNet : A Simple Learning-free Approach for Face Recognition C. Ng Andrew Beng Jin Teoh CVBM 36 59 0 08 Jul 2015
A PCA-Based Convolutional Network Yanhai Gan Jun Liu Junyu Dong G. Zhong SSL 65 13 0 14 May 2015
A Two-Layer Local Constrained Sparse Coding Method for Fine-Grained Visual Categorization Guo Lihua Chenggang Guo 33 2 0 11 May 2015
Max-margin Deep Generative Models Chongxuan Li Jun Zhu Tianlin Shi Bo Zhang AI4CE 108 33 0 26 Apr 2015
Color Image Classification via Quaternion Principal Component Analysis Network Rui Zeng Jiasong Wu Zhuhong Shao Yang Chen L. Senhadji H. Shu 87 71 0 05 Mar 2015
Filtered Channel Features for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 92 379 0 23 Jan 2015
Unsupervised Feature Learning with C-SVDDNet D. Wang Xiaoyang Tan 3DPC 98 29 0 23 Dec 2014
Tensor object classification via multilinear discriminant analysis network Rui Zeng Jiasong Wu L. Senhadji H. Shu 69 14 0 05 Nov 2014
Multilinear Principal Component Analysis Network for Tensor Object Classification Rui Zeng Jiasong Wu Zhuhong Shao Lotfi Senhadji Huazhong Shu 41 17 0 05 Nov 2014
A Deep Graph Embedding Network Model for Face Recognition Yufei Gan Teng Yang Chu He CVBM 47 10 0 25 Sep 2014
Image Classification with A Deep Network Model based on Compressive Sensing Yufei Gan Tong Zhuo Chu He 22 10 0 25 Sep 2014
Multilayer bootstrap networks Xiao-Lei Zhang 150 20 0 05 Aug 2014