New trends in emotion recognition using image analysis by neural networks, a systematic review

AL Cîrneanu, D Popescu, D Iordache - Sensors, 2023 - mdpi.com
Facial emotion recognition (FER) is a computer vision process aimed at detecting and
classifying human emotional expressions. FER systems are currently used in a vast range of …

Few-shot learning for facial expression recognition: a comprehensive survey

CL Kim, BG Kim - Journal of Real-Time Image Processing, 2023 - Springer
Facial expression recognition (FER) is utilized in various fields that analyze facial
expressions. FER is attracting increasing attention for its role in improving the convenience …

Learning facial expression and body gesture visual information for video emotion recognition

J Wei, G Hu, X Yang, AT Luu, Y Dong - Expert Systems with Applications, 2024 - Elsevier
Recent research has shown that facial expressions and body gestures are two significant
implications in identifying human emotions. However, these studies mainly focus on …

ssFPN: Scale Sequence (S2) Feature-Based Feature Pyramid Network for Object Detection

HJ Park, JW Kang, BG Kim - Sensors, 2023 - mdpi.com
Object detection is a fundamental task in computer vision. Over the past several years,
convolutional neural network (CNN)-based object detection models have significantly …

Residual skip network-based super-resolution for leaf disease detection of grape plant

PV Yeswanth, S Deivalakshmi, S George… - Circuits, Systems, and …, 2023 - Springer
Plant diseases significantly impact agricultural productivity. Early disease identification and
diagnosis are critical for plant protection. Recent deep learning approaches have …

A hybrid model for driver emotion detection using feature fusion approach

SB Sukhavasi, SB Sukhavasi, K Elleithy… - International journal of …, 2022 - mdpi.com
Machine and deep learning techniques are two branches of artificial intelligence that have
proven very efficient in solving advanced human problems. The automotive industry is …

[HTML][HTML] A surface defect detection system for golden diamond pineapple based on CycleGAN and YOLOv4

SH Chen, YW Lai, CL Kuo, CY Lo, YS Lin… - Journal of King Saud …, 2022 - Elsevier
The golden diamond pineapple produced in Taiwan has a large phyllotaxy and is prone to
cracking between phyllotaxy. In early days, skilled warehouse staff checked the surface …

Image recognition of traditional Chinese medicine based on deep learning

J Miao, Y Huang, Z Wang, Z Wu, J Lv - Frontiers in Bioengineering …, 2023 - frontiersin.org
Chinese herbal medicine is an essential part of traditional Chinese medicine and herbalism,
and has important significance in the treatment combined with modern medicine. The correct …

A novel facial expression recognition algorithm using geometry β–skeleton in fusion based on deep CNN

AI Jabbooree, LM Khanli, P Salehpour… - Image and Vision …, 2023 - Elsevier
Facial expression recognition (FER) methods based on single-source facial data often suffer
from reduced accuracy or unpredictability due to facial occlusion or illumination changes. To …

Adaptive key-frame selection-based facial expression recognition via multi-cue dynamic features hybrid fusion

B Pan, K Hirota, Y Dai, Z Jia, EF Fukushima, J She - Information Sciences, 2024 - Elsevier
A multi-cue dynamic features hybrid fusion (MDF-HF) method for video-based facial
expression recognition is presented. It is composed of key-frame selection, multi-cue …