Image Object Recognition via Deep Feature-Based Adaptive Joint Sparse Representation

Development of convolutional neural network and its application in image classification: a survey

(2019) Wei Wang et al.   OPTICAL ENGINEERING

Combining sparse representation and singular value decomposition for plant recognition

(2018) Shanwen Zhang et al.   APPLIED SOFT COMPUTING

Generalized Robust Regression for Jointly Sparse Subspace Learning

(2018) Zhihui Lai et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Small Sample Image Recognition Using Improved Convolutional Neural Network

(2018) Jiajia Zhang et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Remote Targets Recognition Based on Adaptive Weighting Feature Dictionaries and Joint Sparse Representations

(2018) Wei Wang et al.   Journal of the Indian Society of Remote Sensing

Sparse representation for robust face recognition by dictionary decomposition

(2017) Feilong Cao et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification

(2017) Zhengming Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Face recognition algorithm based on discriminative dictionary learning and sparse representation

(2016) Zhenyu Lu et al.   NEUROCOMPUTING

Approximate Orthogonal Sparse Embedding for Dimensionality Reduction

(2016) Zhihui Lai et al.   IEEE Transactions on Neural Networks and Learning Systems

Sparse representation for face recognition by discriminative low-rank matrix recovery

(2014) Jie Chen et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Multilinear Sparse Principal Component Analysis

(2014) Zhihui Lai et al.   IEEE Transactions on Neural Networks and Learning Systems

Regularized Robust Coding for Face Recognition

(2012) Meng Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary

(2012) Weihong Deng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE