Reconciliation of statistical and spatial sparsity for robust visual classification

• Main Authors: Cheng, Hao, Yap, Kim-Hui, Wen, Bihan
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Sparse Representation; Gaussian Model
• Online Access: https://hdl.handle.net/10356/172865
• Institution: Nanyang Technological University

Recent image classification algorithms, by learning deep features from large-scale datasets, have achieved significantly better results comparing to the classic feature-based approaches. However, there are still various challenges of image classifications in practice, such as classifying noisy image...