Fashion meets computer vision: A survey

WH Cheng, S Song, CY Chen, SC Hidayati… - ACM Computing Surveys …, 2021 - dl.acm.org
Fashion is the way we present ourselves to the world and has become one of the world's
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …

Deep learning for micro-expression recognition: A survey

Y Li, J Wei, Y Liu, J Kauttonen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Micro-expressions (MEs) are involuntary facial movements revealing people's hidden
feelings in high-stake situations and have practical importance in various fields. Early …

Dualgnn: Dual graph neural network for multimedia recommendation

Q Wang, Y Wei, J Yin, J Wu, X Song… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
One of the important factors affecting micro-video recommender systems is to model the
multi-modal user preference on the micro-video. Despite the remarkable performance of …

Short and long range relation based spatio-temporal transformer for micro-expression recognition

L Zhang, X Hong, O Arandjelović… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Being spontaneous, micro-expressions are useful in the inference of a person's true
emotions even if an attempt is made to conceal them. Due to their short duration and low …

ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition

S Zhao, H Tang, S Liu, Y Zhang, H Wang, T Xu, E Chen… - Neural networks, 2022 - Elsevier
As one of the important psychological stress reactions, Micro-expressions (MEs) are
spontaneous and subtle facial movements, which usually occur in a high-stake situation and …

Emovit: Revolutionizing emotion insights with visual instruction tuning

H **e, CJ Peng, YW Tseng, HJ Chen… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Visual Instruction Tuning represents a novel learning paradigm involving the fine-
tuning of pre-trained language models using task-specific instructions. This paradigm shows …

Facial micro-expressions: An overview

G Zhao, X Li, Y Li, M Pietikäinen - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
Micro-expression (ME) is an involuntary, fleeting, and subtle facial expression. It may occur
in high-stake situations when people attempt to conceal or suppress their true feelings …

Micro-expression classification based on landmark relations with graph attention convolutional network

AJR Kumar, B Bhanu - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Facial micro-expressions are brief, rapid, spontaneous gestures of the facial muscles that
express an individual's genuine emotions. Because of their short duration and subtlety …

Heterogeneous hierarchical feature aggregation network for personalized micro-video recommendation

D Cai, S Qian, Q Fang, C Xu - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Micro-video recommendation has attracted extensive research attention with the increasing
popularity of micro-video sharing platforms. Traditional approaches consider micro-video …

4DME: A spontaneous 4D micro-expression dataset with multimodalities

X Li, S Cheng, Y Li, M Behzad, J Shen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Micro-expressions (ME) are a special form of facial expressions which may occur when
people try to hide their true feelings for some reasons. MEs are important clues to reveal …