Back to search

Article

Smart Low-Light Image Enhancement For Emotion Detection

2024-11-11

Abstract excerpt

Facial expression-based emotion recognition has emerged as a key element of contemporary human-computer interaction (HCI), with uses in smart environments, entertainment, security, and healthcare. However, as bad lighting deteriorates image quality and blurs facial characteristics, low light levels in real-world situations provide serious obstacles to successful emotion recognition. In order to solve this problem,...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
e9fe60db-5f50-5a4a-a168-3eb68f1d547b
DOI
10.20944/preprints202411.0731.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Smart Low-Light Image Enhancement For Emotion DetectionDOI 10.20944/preprints202411.0731.v1
An experimental study in Real-time Facial Emotion Recognition on 3RL datasetSemantic proximity
A Hybrid Deep Learning Framework for efficient emotion detection on the facial image datasetSemantic proximity
Modelling Human-Like Emotion Perception Using Multimodal Deep LearningSemantic proximity
Machine and human emotion classification diverge for naturalistic imagesSemantic proximity
Facial Affect Detection using Transfer Learning: A Comparative StudySemantic proximity
Using Micro-Facial Expressions for Emotion Recognition through region based Patch GenerationSemantic proximity
A novel deep learning approach for facial emotion recognition: application to detecting emotional responses in elderly individuals with Alzheimer’s diseaseSemantic proximity
Artificial emotional introspection improves learning for facial emotion recognitionSemantic proximity
Development of an Interactive Digital Human with Context-Sensitive Facial ExpressionsSemantic proximity
Unet based Xception Model Approach for Facial Emotion RecognitionSemantic proximity
AI Creation of Facial Expression Database for Advanced Emotion RecognitionSemantic proximity
Color-emotion associations in text-to-image modelsSemantic proximity
Select a neighboring publication to make it the new centre.