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Automatic affective dimension recognition from naturalistic facial expressions based on wavelet filtering and PLS regression [PDF]
, 2015 Automatic affective dimension recognition from facial expression continuously in naturalistic contexts is a very challenging research topic but very important in human-computer interaction.
Gaus, YFBA +4 more
core +1 more source
International Journal of Advanced ResearchFacial Expression Recognition is a system which provides an interface for computer and human interaction. With the advancement of technology and need of the hour such systems have earned the interest of researchers in psychology, medicine, computer science and similar other fields as its applications are identified in such fields.
Shivam Mehra +3 more
openaire +2 more sources
An expression recognition algorithm based on convolution neural network and RGB-D Images
MATEC Web of Conferences, 2018 Aiming at the problem of recognition effect is not stable when 2D facial expression recognition in the complex illumination and posture changes. A facial expression recognition algorithm based on RGB-D dynamic sequence analysis is proposed. The algorithm
binghua HE +5 more
doaj +1 more source
On-Road Driver Emotion Recognition Using Facial Expression
Applied Sciences, 2022 With the development of intelligent automotive human-machine systems, driver emotion detection and recognition has become an emerging research topic. Facial expression-based emotion recognition approaches have achieved outstanding results on laboratory ...
Huafei Xiao +7 more
doaj +1 more source
Regression-based Multi-View Facial Expression Recognition [PDF]
, 2010 We present a regression-based scheme for multi-view facial expression recognition based on 2-D geometric features. We address the problem by mapping facial points (e.g.
Pantic, Maja +2 more
core +3 more sources
Expression Snippet Transformer for Robust Video-based Facial Expression Recognition [PDF]
Pattern Recognition, 2021 The recent success of Transformer has provided a new direction to various visual understanding tasks, including video-based facial expression recognition (FER).
Yuanyuan Liu +5 more
semanticscholar +1 more source
Facial Expression Recognition System
, 2021 A significant subject in the field of computer vision and artificial intelligence is outward appearance acknowledgment. There are two mode of correspondence one is verbal, and another is non-verbal [Xiaoxi, M., Weisi, L.: Facial emotion recognition. In: IEEE 2nd International Conference on Signal and Image Processing (2017)].
Rahisha Pokharel +3 more
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Miners' facial expression recognition method based on convolutional neural network
Gong-kuang zidonghua, 2018 In view of problems of low recognition rate and complex algorithm of traditional miner's facial expression recognition methods, based on convolutional neural network and combining with nonlinear mapping function in support vector machine algorithm, a ...
DU Yun, ZHANG Lulu, PAN Tao
doaj +1 more source
Multi-Modal CNN Features Fusion for Emotion Recognition: A Modified Xception Model
IEEE Access, 2023 Facial expression recognition (FER) is advancing human-computer interaction, especially, today, where facial masks are commonly worn due to the COVID-19 pandemic.
H. M. Shahzad +4 more
doaj +1 more source
Inversion improves the recognition of facial expression in thatcherized images [PDF]
, 2014 The Thatcher illusion provides a compelling example of the face inversion effect. However, the marked effect of inversion in the Thatcher illusion contrasts to other studies that report only a small effect of inversion on the recognition of facial ...
Bruce V. +5 more
core +2 more sources