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Boosting facial action unit detection with CGAN-based data augmentation
(Springer Science and Business, 2024)
Contraction of the facial muscle movements is the key aspect of facial expression recognition tasks. The Facial Action Coding System (FACS) is the most widely used and accepted standard that provides a description of all ...
Cascading CNNs for facial action unit detection
(Elsevier B.V., 2023)
The contractions of facial muscles are what shape the expressions produced by the human face. The Facial Action Coding System (FACS) stands as the predominant standard in describing all visual alterations in the face, ...
Effects of Transverse Friction Massage on the Electromechanical Delay Components and Fractal Dimension of Surface Electromyography in Quadriceps Muscles
(Multidisciplinary Digital Publishing Institute (MDPI), 2023)
The purpose of this study was to assess the effects of transverse friction massage (TFM) on the electromechanical delay components and complexity of the surface electromechanical activity in the rectus femoris (RF) and ...
Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform
(Elsevier, 2022)
This paper presents a contrastive learning-based facial action unit detection system for children with hearing impairments to be used on a socially assistive humanoid robot platform. The spontaneous facial data of children ...
Detection of the separated root canal instrument on panoramic radiograph: a comparison of LSTM and CNN deep learning methods
(British Institute of Radiology, 2023)
Objectives: A separated endodontic instrument is one of the challenging complications of root canal treatment. The purpose of this study was to compare two deep learning methods that are convolutional neural network (CNN) ...
Perceptual image quality assessment technique for color images based on hsi colour space
(Institute of Advanced Engineering and Science, 2020)
A new full-reference Perceptual Image Quality Assessment (PIQA) technique based on Hue-Saturation-Intensity (HSI) transformation method for colour images is offered in this work. Fundamentally, it is combined with three ...