v1v2 (latest)

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
DANCE: Enhancing saliency maps using decoys Y. Lu Wenbo Guo Masashi Sugiyama William Stafford Noble AAML 90 14 0 03 Feb 2020
CSNNs: Unsupervised, Backpropagation-free Convolutional Neural Networks for Representation Learning Bonifaz Stuhr Jürgen Brauer SSL 76 8 0 28 Jan 2020
Dense Residual Network: Enhancing Global Dense Feature Flow for Character Recognition Zhao Zhang Zemin Tang Yang Wang Jie Qin Choujun Zhan Zhengjun Zha Shuicheng Yan 30 0 0 23 Jan 2020
Non-Negative Matrix Factorization-Convolutional Neural Network (NMF-CNN) For Sound Event Detection T. K. Chan C. Chin Ye Li 38 16 0 22 Jan 2020
Two-Phase Object-Based Deep Learning for Multi-temporal SAR Image Change Detection Xinzheng Zhang Guo Liu Ce Zhang P. M. Atkinson Xiaoheng Tan Xin Jian Xichuan Zhou Yongming Li 14 32 0 17 Jan 2020
FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification Yifei Li Kuangyan Song Yiming Sun Liao Zhu VLM FAtt 74 10 0 04 Jan 2020
Histogram Layers for Texture Analysis Joshua Peeples Weihuang Xu A. Zare 93 49 0 01 Jan 2020
Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review linda Qiao Yuxi Zhou Junyuan Shang Cao Xiao Jimeng Sun 91 128 0 28 Dec 2019
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network Chen Wu Hongruixuan Chen Bo Do Liangpei Zhang 74 122 0 18 Dec 2019
Compressed DenseNet for Lightweight Character Recognition Zhao Zhang Zemin Tang Yang Wang Zheng Zhang Shuicheng Yan Meng Wang 50 2 0 15 Dec 2019
Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition Zhao Zhang Zemin Tang Zheng Zhang Yang Wang Jie Qin Meng Wang 85 7 0 13 Dec 2019
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification Vanika Singhal A. Majumdar 53 14 0 11 Dec 2019
Palmprint Recognition in Uncontrolled and Uncooperative Environment Wojciech Michal Matkowski Tingting Chai A. Kong 54 99 0 28 Nov 2019
A Study on various state of the art of the Art Face Recognition System using Deep Learning Techniques Sukhada Chokkadi M. S. Sannidhan B. SudeepaK. Abhir Bhandary CVBM 52 28 0 19 Nov 2019
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Yifan Zhang Ying Wei P. Zhao Shuaicheng Niu Qingyao Wu Mingkui Tan Junzhou Huang OOD 117 149 0 17 Nov 2019
On Completeness-aware Concept-Based Explanations in Deep Neural Networks Chih-Kuan Yeh Been Kim Sercan O. Arik Chun-Liang Li Tomas Pfister Pradeep Ravikumar FAtt 345 307 0 17 Oct 2019
SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data Zhenlin Fan G. Zhong 32 4 0 30 Sep 2019
PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification Yueru Chen C.-C. Jay Kuo 30 5 0 17 Sep 2019
Non-negative Sparse and Collaborative Representation for Pattern Classification Jun Xu Zhou Xu Wangpeng An Haoqian Wang David C. Zhang 58 3 0 20 Aug 2019
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 79 101 0 19 Aug 2019
Person Re-identification in Aerial Imagery Shizhou Zhang Qi Zhang Yifei Yang Xing Wei Peng Wang Bingliang Jiao Yanning Zhang 89 75 0 14 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Filter Bank Regularization of Convolutional Neural Networks Seyed Mehdi Ayyoubzadeh Xiaolin Wu 25 0 0 25 Jul 2019
An Interpretable Compression and Classification System: Theory and Applications T. Tseng Kai-Jiun Yang C.-C. Jay Kuo Shang-Ho S. Tsai 69 11 0 21 Jul 2019
Deep Learning For Face Recognition: A Critical Analysis A. Shepley 3DH 61 24 0 12 Jul 2019
Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net Rongfang Wang Jie Zhang Jiawei Chen L. Jiao Mi Wang 78 38 0 19 Jun 2019
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 23 1 0 13 Jun 2019
Fault Diagnosis of Rotary Machines using Deep Convolutional Neural Network with three axis signal input Davor Kolar D. Lisjak M. Pająk D. Pavković 31 0 0 06 Jun 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 82 19 0 29 May 2019
Multitask Deep Learning with Spectral Knowledge for Hyperspectral Image Classification Shengjie Liu Q. Shi 25 28 0 11 May 2019
Class specific or shared? A cascaded dictionary learning framework for image classification Yanjiang Wang Shuai Shao Rui Xu Ye Li Baodi Liu 34 0 0 17 Apr 2019
An Integrated Autoencoder-Based Filter for Sparse Big Data Baogui Xin Wei Peng 26 4 0 13 Apr 2019
Generative Models for Novelty Detection: Applications in abnormal event and situational change detection from data series Mahdyar Ravanbakhsh 39 1 0 09 Apr 2019
AED-Net: An Abnormal Event Detection Network Tian Wang Zichen Miao Yuxin Chen Yi Zhou Guangcun Shan H. Snoussi 32 39 0 28 Mar 2019
Label Embedded Dictionary Learning for Image Classification Shuai Shao Yanjiang Wang Baodi Liu Weifeng Liu Rui Xu 62 29 0 07 Mar 2019
Analysis Dictionary Learning: An Efficient and Discriminative Solution Wen Tang Ashkan Panahi Hamid Krim Liyi Dai 44 16 0 07 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 115 599 0 05 Mar 2019
Provably scale-covariant networks from oriented quasi quadrature measures in cascade T. Lindeberg 46 3 0 01 Mar 2019
SVM-based Deep Stacking Networks Jingyuan Wang Kai Feng Junjie Wu 127 19 0 15 Feb 2019
Yelp Food Identification via Image Feature Extraction and Classification Fanbo Sun Zhixiang Gu Bo Feng 42 4 0 11 Feb 2019
Improving Generalization of Deep Neural Networks by Leveraging Margin Distribution Shen-Huan Lyu Lu Wang Zhi Zhou 52 11 0 27 Dec 2018
A Tour of Unsupervised Deep Learning for Medical Image Analysis Khalid Raza N. Singh OOD MedIm 90 106 0 19 Dec 2018
Deep Variational Sufficient Dimensionality Reduction Ershad Banijamali Amir-Hossein Karimi A. Ghodsi BDL 23 6 0 18 Dec 2018
Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images Bo Du Lixiang Ru Chen Wu Liangpei Zhang 74 261 0 03 Dec 2018
LGLG-WPCA: An Effective Texture-based Method for Face Recognition Chaorong Li Wei Huang Huafu Chen CVBM 44 0 0 20 Nov 2018
Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification C. Low Jaewoo Park Andrew Beng Jin Teoh 126 42 0 17 Nov 2018
A Family of Maximum Margin Criterion for Adaptive Learning Miao Cheng Zunren Liu Hongwei Zou A. Tsoi 35 8 0 09 Oct 2018
Deep Hybrid Scattering Image Learning Mu Yang Zhenghao Liu Ze-Di Cheng Jin-Shi Xu Chuan‐Feng Li Guo-Ping Guo 55 29 0 19 Sep 2018
Deep Micro-Dictionary Learning and Coding Network Hao Tang Heng Wei Wei Xiao Wei Wang Dan Xu Yan Yan N. Sebe 60 10 0 11 Sep 2018
JuncNet: A Deep Neural Network for Road Junction Disambiguation for Autonomous Vehicles Saumya Kumaar Saksena B. Navaneethkrishnan Sumedh Mannar S. Omkar 17 11 0 31 Aug 2018