Robotics utilization in automatic vision-based assessment systems from artificial intelligence perspective: A systematic review

RFN Alshammari, H Arshad, AH Abd Rahman… - IEEE …, 2022 - ieeexplore.ieee.org
This study presents a systematic review of the automatic vision-based assessment systems
and models from related fields over the last 6 years. Many studies focus on automatic vision …

Learning better representations for audio-visual emotion recognition with common information

F Ma, W Zhang, Y Li, SL Huang, L Zhang - Applied Sciences, 2020 - mdpi.com
Audio-visual emotion recognition aims to distinguish human emotional states by integrating
the audio and visual data acquired in the expression of emotions. It is crucial for facilitating …

Enhanced spatio-temporal 3D CNN for facial expression classification in videos

D Khanna, N **dal, PS Rana, H Singh - Multimedia Tools and …, 2024 - Springer
This article proposes a hybrid network model for video-based human facial expression
recognition (FER) system consisting of an end-to-end 3D deep convolutional neural …

[HTML][HTML] Real-time robotic presentation skill scoring using multi-model analysis and fuzzy Delphi–analytic hierarchy process

RFN Alshammari, AH Abd Rahman, H Arshad… - Sensors, 2023 - mdpi.com
Existing methods for scoring student presentations predominantly rely on computer-based
implementations and do not incorporate a robotic multi-classification model. This limitation …

[PDF][PDF] Facial expression recognition using distance importance scores between facial landmarks

E Ryumina, A Karpov - CEUR Workshop Proceedings, 2020 - ceur-ws.org
In this paper, we present a feature extraction approach for facial expressions recognition
based on distance importance scores between the coordinates of facial landmarks. Two …

[PDF][PDF] Multimodal Sentiment Analysis on Video Streams using Lightweight Deep Neural Networks.

A Yakaew, MN Dailey, T Racharak - ICPRAM, 2021 - scitepress.org
Real-time sentiment analysis on video streams involves classifying a subject's emotional
expressions over time based on visual and/or audio information in the data stream …

Effects of other people's facial emotional expression on consumers' perceptions of chocolate chip cookies containing cricket protein

Y Gao, P Chonpracha, B Li… - Journal of Food …, 2023 - Wiley Online Library
Edible insects are recognized as a potential alternative and sustainable source of high‐
quality protein for the human diet. Entomophagy is highly related to negative emotions that …

Interpretable emotion classification using temporal convolutional models

M Gund, AR Bharadwaj, I Nwogu - 2020 25th international …, 2021 - ieeexplore.ieee.org
As with many problems solved by deep neural networks, existing solutions rarely explain,
precisely, the important factors responsible for the predictions made by the model. This work …

Multi-user facial emotion recognition in video based on user-dependent neural network adaptation

E Churaev, AV Savchenko - 2022 VIII International Conference …, 2022 - ieeexplore.ieee.org
In this paper, the multi-user video-based facial emotion recognition is examined in the
presence of a small data set with the emotions of end users. By using the idea of speaker …

Facial Expression Recognition in Videos by learning Spatio-Temporal Features with Deep Neural Networks

PA Gavade, V Bhat, J Pujari - 2021 Sixth International …, 2021 - ieeexplore.ieee.org
Face expression recognition in videos is one of the most challenging research topics in the
field of Computer vision. With the advancements in Deep Learning and promising results of …