PCANet: A Simple Deep Learning Baseline for Image Classification?

14 April 2014

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

50 / 72 papers shown

Title
Shrinkage Initialization for Smooth Learning of Neural Networks Miao Cheng Feiyan Zhou Hongwei Zou Limin Wang AI4CE 31 0 0 12 Apr 2025
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 33 6 0 30 Jul 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 24 0 0 08 Feb 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 21 6 0 11 Dec 2022
Mirror descent of Hopfield model Hyungjoon Soh D. Kim Juno Hwang Junghyo Jo 9 0 0 29 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 17 0 0 20 Nov 2022
An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases Futian Weng Yuanting Ma J. Sun Shijun Shan Qiyuan Li Jianping Zhu Yang Wang Yan Xu 29 0 0 20 Nov 2022
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Y. Ma Bruno A. Olshausen Yann LeCun 39 8 0 30 Sep 2022
Hybrid Classifiers for Spatio-temporal Real-time Abnormal Behaviors Detection, Tracking, and Recognition in Massive Hajj Crowds Tarik K. Alafif Anas A. Hadi M. Allahyani B. Alzahrani Areej M. Alhothali Reem M. Alotaibi A. Barnawi 24 7 0 25 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 17 12 0 08 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality Yue Song N. Sebe Wei Wang 8 8 0 05 Jul 2022
coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 26 10 0 31 May 2022
Human-Centered Concept Explanations for Neural Networks Chih-Kuan Yeh Been Kim Pradeep Ravikumar FAtt 25 25 0 25 Feb 2022
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network Sundaresh Ram Wen Tang A. Bell Cara Spencer Alexander Buschhaus C. Hatt Marina Pasca diMagliano Jeffrey J. Rodríguez S. Galban C. Galbán 11 13 0 27 Oct 2021
Artificial Intelligence For Breast Cancer Detection: Trends & Directions S. M. Shah Rizwan Ahmed Khan Sheeraz Arif Unaiza Sajid OOD 19 68 0 03 Oct 2021
Fractal measures of image local features: an application to texture recognition Pedro M. Silva J. Florindo 9 14 0 27 Aug 2021
VisGraphNet: a complex network interpretation of convolutional neural features J. Florindo Young-Sup Lee Kyungkoo Jun Gwanggil Jeon M. Albertini FAtt GNN 11 14 0 27 Aug 2021
Deep Features for training Support Vector Machine L. Nanni E. Luca Marco Ludovico Facin VLM 31 28 0 08 Apr 2021
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation Han Qiu Yi Zeng Shangwei Guo Tianwei Zhang Meikang Qiu B. Thuraisingham AAML 16 191 0 13 Dec 2020
Fast and Incremental Loop Closure Detection with Deep Features and Proximity Graphs Shan An Haogang Zhu Dong Wei Konstantinos A. Tsintotas Antonios Gasteratos 29 42 0 29 Sep 2020
Pooling Methods in Deep Neural Networks, a Review Hossein Gholamalinezhad H. Khosravi 8 214 0 16 Sep 2020
A Survey on Concept Factorization: From Shallow to Deep Representation Learning Zhao Zhang Yan Zhang Mingliang Xu Li Zhang Yi Yang Shuicheng Yan 24 30 0 31 Jul 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 16 42 0 18 Jul 2020
A cellular automata approach to local patterns for texture recognition J. Florindo K. Metze 8 17 0 15 Jul 2020
Reorganizing local image features with chaotic maps: an application to texture recognition J. Florindo 21 1 0 15 Jul 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 19 129 0 09 Jun 2020
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data H. Tang Hong Liu Wei Xiao N. Sebe 11 73 0 21 May 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance Jaime Spencer Richard Bowden Simon Hadfield BDL 13 16 0 30 Mar 2020
Towards Palmprint Verification On Smartphones Yingyi Zhang Lin Zhang Ruixin Zhang Shaoxin Li Jilin Li Feiyue Huang 14 23 0 30 Mar 2020
Deep Randomized Neural Networks Claudio Gallicchio Simone Scardapane OOD 36 61 0 27 Feb 2020
Fast Loop Closure Detection via Binary Content Han Wang Juncheng Li Maopeng Ran Lihua Xie 8 4 0 25 Feb 2020
Histogram Layers for Texture Analysis Joshua Peeples Weihuang Xu A. Zare 11 49 0 01 Jan 2020
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network Chen Wu Hongruixuan Chen Bo Do Liangpei Zhang 11 118 0 18 Dec 2019
Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition Zhao Zhang Zemin Tang Zheng-Wei Zhang Yang Wang Jie Qin Meng Wang 21 7 0 13 Dec 2019
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification Vanika Singhal A. Majumdar 14 14 0 11 Dec 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 17 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 18 144 0 17 Nov 2019
On Completeness-aware Concept-Based Explanations in Deep Neural Networks Chih-Kuan Yeh Been Kim Sercan Ö. Arik Chun-Liang Li Tomas Pfister Pradeep Ravikumar FAtt 122 297 0 17 Oct 2019
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 24 99 0 19 Aug 2019
Person Re-identification in Aerial Imagery Shizhou Zhang Qi Zhang Yifei Yang Xing Wei Peng Wang Bingliang Jiao Yanning Zhang 12 73 0 14 Aug 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 22 19 0 29 May 2019
Label Embedded Dictionary Learning for Image Classification Shuai Shao Yanjiang Wang Baodi Liu Weifeng Liu Rui Xu 17 29 0 07 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Provably scale-covariant networks from oriented quasi quadrature measures in cascade T. Lindeberg 11 3 0 01 Mar 2019
SVM-based Deep Stacking Networks Jingyuan Wang Kai Feng Junjie Wu 17 19 0 15 Feb 2019
LGLG-WPCA: An Effective Texture-based Method for Face Recognition Chaorong Li Wei Huang Huafu Chen CVBM 11 0 0 20 Nov 2018
A Family of Maximum Margin Criterion for Adaptive Learning Miao Cheng Zunren Liu Hongwei Zou A. Tsoi 6 8 0 09 Oct 2018
Deep Hybrid Scattering Image Learning Mu Yang Zhenghao Liu Ze-Di Cheng Jin-Shi Xu Chuan‐Feng Li G. Guo 11 29 0 19 Sep 2018
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Mojtaba Heidarysafa Kamran Kowsari Donald E. Brown K. Meimandi Laura E. Barnes 14 36 0 23 Aug 2018
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification? Jun Xu Wangpeng An Lei Zhang David C. Zhang BDL 90 119 0 12 Jun 2018