PCANet: A Simple Deep Learning Baseline for Image Classification?

14 April 2014

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

50 / 107 papers shown

Title
Shrinkage Initialization for Smooth Learning of Neural Networks Miao Cheng Feiyan Zhou Hongwei Zou Limin Wang AI4CE 36 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 47 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 34 0 0 08 Feb 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 43 6 0 11 Dec 2022
Mirror descent of Hopfield model Hyungjoon Soh D. Kim Juno Hwang Junghyo Jo 27 0 0 29 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 19 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 42 0 0 20 Nov 2022
One Venue, Two Conferences: The Separation of Chinese and American Citation Networks Bingchen Zhao Yuling Gu Jessica Zosa Forde Naomi Saphra GNN 24 2 0 17 Nov 2022
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Yi Ma Bruno A. Olshausen Yann LeCun 54 8 0 30 Sep 2022
Activation Learning by Local Competitions Hongchao Zhou AAML 32 7 0 26 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 32 7 0 25 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 27 12 0 08 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality Yue Song N. Sebe Wei Wang 26 8 0 05 Jul 2022
coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 31 10 0 31 May 2022
Optimal Rejection Function Meets Character Recognition Tasks Xiaotong Ji Yuchen Zheng D. Suehiro S. Uchida 10 0 0 17 Mar 2022
Human-Centered Concept Explanations for Neural Networks Chih-Kuan Yeh Been Kim Pradeep Ravikumar FAtt 44 26 0 25 Feb 2022
Cascaded Asymmetric Local Pattern: A Novel Descriptor for Unconstrained Facial Image Recognition and Retrieval Soumendu Chakraborty S. Singh P. Chakraborty CVBM 16 9 0 03 Jan 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 16 14 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 14 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 23 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 24 191 0 13 Dec 2020
Deep Networks from the Principle of Rate Reduction Kwan Ho Ryan Chan Yaodong Yu Chong You Haozhi Qi John N. Wright Yi Ma 22 21 0 27 Oct 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 27 217 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
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Zhengyang Shen Lingshen He Zhouchen Lin Jinwen Ma 17 44 0 20 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 24 42 0 18 Jul 2020
A cellular automata approach to local patterns for texture recognition J. Florindo K. Metze 18 17 0 15 Jul 2020
Reorganizing local image features with chaotic maps: an application to texture recognition J. Florindo 26 1 0 15 Jul 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 29 129 0 09 Jun 2020
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data Hao Tang Hong Liu Wei Xiao N. Sebe 23 73 0 21 May 2020
Visualizing Deep Learning-based Radio Modulation Classifier Liang Huang You Zhang Weijian Pan Jinyin Chen L. Qian Yuan Wu 22 32 0 03 May 2020
A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise Stanislaw Ka'zmierczak Jacek Mańdziuk 6 1 0 19 Apr 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance Jaime Spencer Richard Bowden Simon Hadfield BDL 26 16 0 30 Mar 2020
Towards Palmprint Verification On Smartphones Yingyi Zhang Lin Zhang Ruixin Zhang Shaoxin Li Jilin Li Feiyue Huang 30 23 0 30 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 42 32 0 06 Mar 2020
Towards Unconstrained Palmprint Recognition on Consumer Devices: a Literature Review Adrian-Stefan Ungureanu S. Salahuddin Peter Corcoran 34 31 0 02 Mar 2020
Deep Randomized Neural Networks Claudio Gallicchio Simone Scardapane OOD 45 61 0 27 Feb 2020
Fast Loop Closure Detection via Binary Content Han Wang Juncheng Li Maopeng Ran Lihua Xie 24 4 0 25 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
Histogram Layers for Texture Analysis Joshua Peeples Weihuang Xu A. Zare 19 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 19 118 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 26 7 0 13 Dec 2019
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification Vanika Singhal A. Majumdar 24 14 0 11 Dec 2019
Palmprint Recognition in Uncontrolled and Uncooperative Environment Wojciech Michal Matkowski Tingting Chai A. Kong 21 97 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 38 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 26 145 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