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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?"

50 / 232 papers shown

Title
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Mojtaba Heidarysafa Kamran Kowsari Donald E. Brown K. Meimandi Laura E. Barnes 59 36 0 23 Aug 2018
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 57 55 0 20 Aug 2018
Deep Imbalanced Attribute Classification using Visual Attention Aggregation N. Sarafianos Xiang Xu I. Kakadiaris 95 217 0 10 Jul 2018
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification? Jun Xu Wangpeng An Lei Zhang David C. Zhang BDL 132 120 0 12 Jun 2018
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 88 119 0 03 Jun 2018
A Simple Riemannian Manifold Network for Image Set Classification Rui Wang Xiaojun Wu J. Kittler 32 3 0 27 May 2018
L1-(2D)2PCANet: A Deep Learning Network for Face Recognition Yunkun Li Xiaojun Wu J. Kittler CVBM 3DPC 25 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 80 161 0 03 May 2018
Unsupervised Learning using Pretrained CNN and Associative Memory Bank Qun Liu S. Mukhopadhyay 60 37 0 02 May 2018
Homocentric Hypersphere Feature Embedding for Person Re-identification Wangmeng Xiang Jianqiang Huang Xianbiao Qi Xiansheng Hua Lei Zhang 75 13 0 24 Apr 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 158 1,243 0 18 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 90 101 0 09 Apr 2018
Learning Structure and Strength of CNN Filters for Small Sample Size Training Rohit Keshari Mayank Vatsa Richa Singh A. Noore 58 82 0 30 Mar 2018
What Do We Understand About Convolutional Networks? Isma Hadji Richard P. Wildes FAtt 68 99 0 23 Mar 2018
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 95 168 0 17 Mar 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 98 12 0 28 Feb 2018
Learning Filter Scale and Orientation In CNNs Ilker Çam F. B. Tek 18 1 0 13 Feb 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters Qiang Qiu Xiuyuan Cheng Robert Calderbank Guillermo Sapiro 82 69 0 12 Feb 2018
Generative ScatterNet Hybrid Deep Learning (G-SHDL) Network with Structural Priors for Semantic Image Segmentation Amarjot Singh N. Kingsbury 72 9 0 09 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 120 335 0 31 Jan 2018
FWLBP: A Scale Invariant Descriptor for Texture Classification Swalpa Kumar Roy Nilavra Bhattacharya Bhabatosh Chanda B. B. Chaudhuri D. Ghosh 55 12 0 10 Jan 2018
Local Jet Pattern: A Robust Descriptor for Texture Classification Swalpa Kumar Roy Bhabatosh Chanda B. B. Chaudhuri D. Ghosh S. Dubey 80 10 0 26 Nov 2017
Evolving Deep Convolutional Neural Networks for Image Classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen ODL 140 577 0 30 Oct 2017
Unified Backpropagation for Multi-Objective Deep Learning A. Shahriari 22 1 0 20 Oct 2017
Combining Multiple Views for Visual Speech Recognition Marina Zimmermann Mostafa Mehdipour-Ghazi H. K. Ekenel Jean-Philippe Thiran 29 6 0 19 Oct 2017
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System Marina Zimmermann Mostafa Mehdipour-Ghazi H. K. Ekenel Jean-Philippe Thiran 57 36 0 19 Oct 2017
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition Seokju Lee Junsik Kim Jae Shin Yoon Seunghak Shin Oleksandr Bailo Namil Kim Taeyeop Lee Hyun Seok Hong Seung-Hoon Han In So Kweon 120 407 0 17 Oct 2017
PCANet-II: When PCANet Meets the Second Order Pooling Lei Tian Xiaopeng Hong Guoying Zhao Chunxiao Fan Yue Ming M. Pietikäinen 43 11 0 30 Sep 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 93 521 0 01 Sep 2017
Texture and Structure Incorporated ScatterNet Hybrid Deep Learning Network (TS-SHDL) For Brain Matter Segmentation Amarjot Singh Devamanyu Hazarika Aniruddha Bhattacharya 44 11 0 30 Aug 2017
ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification Amarjot Singh N. Kingsbury 51 19 0 30 Aug 2017
3D Binary Signatures Siddharth Srivastava Brejesh Lall 3DPC 38 12 0 26 Aug 2017
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition Isma Hadji Richard P. Wildes 77 27 0 22 Aug 2017
Sparse Deep Nonnegative Matrix Factorization Zhenxing Guo Shihui Zhang 33 34 0 28 Jul 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 135 417 0 18 Jul 2017
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds Mahdyar Ravanbakhsh E. Sangineto Moin Nabi N. Sebe GAN 182 194 0 23 Jun 2017
Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification Rao Muhammad Anwer Fahad Shahbaz Khan Joost van de Weijer M. Molinier Jorma T. Laaksonen 80 243 0 05 Jun 2017
SVDNet for Pedestrian Retrieval Yifan Sun Liang Zheng Weijian Deng Shengjin Wang 96 771 0 16 Mar 2017
Exact Dimensionality Selection for Bayesian PCA C. Bouveyron Pierre Latouche Pierre-Alexandre Mattei 57 17 0 08 Mar 2017
Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features C. Low Andrew Beng Jin Teoh 30 10 0 04 Mar 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 153 2,275 0 01 Mar 2017
MomentsNet: a simple learning-free method for binary image recognition Jiasong Wu Shijie Qiu Youyong Kong Yang Chen L. Senhadji H. Shu 40 11 0 22 Feb 2017
PCA-Initialized Deep Neural Networks Applied To Document Image Analysis Mathias Seuret Michele Alberti Rolf Ingold Marcus Liwicki ODL 63 54 0 01 Feb 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 94 15 0 29 Jan 2017
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval Veronika Cheplygina Xuemin Lin D. Lynch Weinan Zhang 121 156 0 18 Jan 2017
Oriented Response Networks Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao 93 262 0 07 Jan 2017
Adaptive DCTNet for Audio Signal Classification Yin Xian Yunchen Pu Zhe Gan Liang Lu Andrew Thompson 22 7 0 13 Dec 2016
Object Classification with Joint Projection and Low-rank Dictionary Learning H. Foroughi Nilanjan Ray Kuanqi Cai 49 37 0 05 Dec 2016
Generalized BackPropagation, Étude De Cas: Orthogonality Mehrtash Harandi Basura Fernando 86 62 0 17 Nov 2016
CIFAR-10: KNN-based Ensemble of Classifiers Yehya Abouelnaga Ola S. Ali Hager Rady Mohamed Moustafa FedML 52 66 0 15 Nov 2016