A class-specific mean vector-based weighted competitive and collaborative representation method for classification

J Gou, X He, J Lu, H Ma, W Ou, Y Yuan - Neural Networks, 2022 - Elsevier
Collaborative representation-based classification (CRC), as a typical kind of linear
representation-based classification, has attracted more attention due to the effective and …

Two-phase probabilistic collaborative representation-based classification

J Gou, L Wang, B Hou, J Lv, Y Yuan, Q Mao - Expert Systems with …, 2019 - Elsevier
The probabilistic collaborative representation-based classification (PCRC), as a novel
extension of collaborative representation-based classification (CRC), is a promising method …

Class mean‐weighted discriminative collaborative representation for classification

J Gou, J Song, L Du, S Zeng, Y Zhan… - International Journal of …, 2021 - Wiley Online Library
Abstract Representation‐based classification (RBC) has been attracting a great deal of
attention in pattern recognition. As a typical extension to RBC, collaborative representation …

A new discriminative collaborative neighbor representation method for robust face recognition

J Gou, L Wang, Z Yi, J Lv, Q Mao, YH Yuan - IEEE Access, 2018 - ieeexplore.ieee.org
As the representative one of representation-based classification (RBC) methods,
collaborative RBC (CRC) has drawn much attention in pattern recognition and machine …

CSTalk: Correlation Supervised Speech-driven 3D Emotional Facial Animation Generation

X Liang, W Zhuang, T Wang, G Geng, G Geng… - arxiv preprint arxiv …, 2024 - arxiv.org
Speech-driven 3D facial animation technology has been developed for years, but its
practical application still lacks expectations. The main challenges lie in data limitations, lip …

Locality-constrained weighted collaborative-competitive representation for classification

J Gou, X **ong, H Wu, L Du, S Zeng, Y Yuan… - International Journal of …, 2023 - Springer
How to represent and classify a testing sample for the representation-based classification
(RBC) plays an important role in the filed of pattern recognition. As a typical kind of the …

Joint collaborative representation algorithm for face recognition

X Fan, K Liu, H Yi - The Journal of Supercomputing, 2019 - Springer
Collaborative representation is well known owing to its good performance in classification,
especially classification on high-dimensional data. Collaborative representation does very …