DeepKSPD: Learning Kernel-matrix-based SPD Representation for
Fine-grained Image Recognition

DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition

11 November 2017

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Papers citing "DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition"

17 / 17 papers shown

Title
SPD Learning for Covariance-Based Neuroimaging Analysis: Perspectives, Methods, and Challenges Ce Ju Reinmar J. Kobler Antoine Collas M. Kawanabe Cuntai Guan Bertrand Thirion 102 0 0 26 Apr 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data Junjie Wu Jiangtao Xie Zhaolin Zhang Qilong Wang Q. Hu P. Li Sen Xu VLM 81 0 0 02 Apr 2025
Riemannian Multinomial Logistics Regression for SPD Neural Networks Ziheng Chen Yue Song Gaowen Liu Ramana Rao Kompella Xiaojun Wu N. Sebe 80 5 0 18 May 2023
Learning Partial Correlation based Deep Visual Representation for Image Classification Saimunur Rahman Piotr Koniusz Lei Wang Luping Zhou Peyman Moghadam Changming Sun SSL 94 9 0 23 Apr 2023
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 137 294 0 11 Nov 2021
Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition Walid Hariri N. Farah Dinesh Kumar Vishwakarma 3DPC 34 8 0 12 May 2021
Neural Architecture Search of SPD Manifold Networks R. Sukthanker Zhiwu Huang Suryansh Kumar Erik Goron Endsjo Yan Wu Luc Van Gool 85 14 0 27 Oct 2020
Intelligent Matrix Exponentiation T. Fischbacher Iulia Comsa Krzysztof Potempa Moritz Firsching Luca Versari J. Alakuijala 23 2 0 10 Aug 2020
TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples Huaxi Huang Junjie Zhang Jian Zhang Qiang Wu Chang Xu 79 57 0 28 May 2020
Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mohan Zhou Yalong Bai Wei Zhang Tiejun Zhao Tao Mei OCL 64 62 0 31 Mar 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 80 69 0 30 Mar 2020
Learning Attentive Pairwise Interaction for Fine-Grained Classification Peiqin Zhuang Yali Wang Yu Qiao 129 334 0 24 Feb 2020
Riemannian batch normalization for SPD neural networks Daniel A. Brooks Olivier Schwander F. Barbaresco J. Schneider Matthieu Cord 88 93 0 03 Sep 2019
Multi-Task Kernel Null-Space for One-Class Classification Shervin Rahimzadeh Arashloo J. Kittler 15 0 0 22 May 2019
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH SLR 41 10 0 20 May 2019
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH 77 119 0 29 Apr 2019
Learning a Robust Representation via a Deep Network on Symmetric Positive Definite Manifolds Zhi Gao Yuwei Wu Xingyuan Bu Yunde Jia 95 32 0 17 Nov 2017