Bio Vision: AI-based Secure and Accurate Visual Expression Analysis System

This paper presents Bio Vision, an advanced AI-based system for facial expression analysis using Convolutional Neural Networks (CNN). The proposed system aims to achieve secure, reliable, and real-time detection of human emotions through visual input. The model is trained using grayscale facial images and achieves high accuracy in identifying seven emotional states — angry, disgust, fear, happy, neutral, sad, and surprise. This study demonstrates how deep learning can be utilized to enhance human-computer interaction (HCI) and emotion-aware systems.

Publication Details

Journal
Iconic Research and Engineering Journals
Published
2025-11-06
DOI
https://doi.org/10.64388/irev9i5-1711713
Primary Topic
Emotion and Mood Recognition
Type
article
Field-Weighted Citation Impact
0.00
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article

Bio Vision: AI-based Secure and Accurate Visual Expression Analysis System

Iconic Research and Engineering Journals
Emotion and Mood Recognition
article

Bio Vision: AI-based Secure and Accurate Visual Expression Analysis System

article en

Abstract

This paper presents Bio Vision, an advanced AI-based system for facial expression analysis using Convolutional Neural Networks (CNN). The proposed system aims to achieve secure, reliable, and real-time detection of human emotions through visual input. The model is trained using grayscale facial images and achieves high accuracy in identifying seven emotional states — angry, disgust, fear, happy, neutral, sad, and surprise. This study demonstrates how deep learning can be utilized to enhance human-computer interaction (HCI) and emotion-aware systems.

Iconic Research and Engineering JournalsVol. 9(5)
Openalex Percentile: Top 64%
Emotion and Mood Recognition
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Bio Vision: AI-based Secure and Accurate Visual Expression Analysis System · Iconic Research and Engineering Journals (2025) | TGRS Research Map | TGRS