Local feature matching from detector-based to detector-free: a survey

Y Liao, Y Di, K Zhu, H Zhou, M Lu, Y Zhang, Q Duan… - Applied …, 2024 - Springer
Local feature matching has been a critical task in computer vision applications. In the early
days of computer vision, local feature matching relied heavily on detector-based methods …

Similarity-based face image retrieval using sparsely embedded deep features and binary code learning

A Elboushaki, R Hannane, K Afdel - International Journal of Multimedia …, 2024 - Springer
Human face retrieval has long been established as one of the most interesting research
topics in computer vision. With the recent development of deep learning, many researchers …

Caricature-visual face recognition based on jigsaw solving and modal decoupling

Y Yao, C Wang - Scientific Reports, 2024 - nature.com
In recent years, face recognition technology has made significant progress in the field of real
visual images, yet face recognition involving caricature-visual images remains a challenge …

Unpaired Caricature-Visual Face Recognition via Feature Decomposition-Restoration-Decomposition

Y Xu, Y Yan, JH Xue, Y Hua… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Existing caricature-visual face recognition methods train the models based on caricature-
visual image pairs from the same identities. Unfortunately, in many real-world applications …

Decision fusion for few-shot image classification

T Yuan, W Liu, F Yan, B Liu - International Journal of Multimedia …, 2023 - Springer
Recent few-shot learning methods mostly only use a single classifier to complete image
classification. In general, a single classifier is likely to be overfitting because of its inherent …

Modality Interference Decoupling and Representation Alignment for Caricature-Visual Face Recognition

Y Xu, J Wu, Y Yan, X Du, H Zhang, J Zhao… - Chinese Conference on …, 2023 - Springer
Cross-modality face recognition aims to match facial images across different modalities. This
task becomes very challenging when one of the modalities is the facial caricature, which …