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28 publication(s) trouvée(s)
Article scientifique
Lightweight AI-Driven Real-Time Swahili Sign Language Recognition: A Way to Empower Hearing-Impaired Individuals
Hearing impairment is a growing global health challenge that disproportionately affects people in resource-constrained countries such as Tanzania, where access …
Article scientifique
A Mixed Adversarial Awareness Technique for Improving Neural Network Defense
Neural Network (NN) models, particularly Convolutional Neural Networks (CNNs), have achieved remarkable performance in computer vision tasks but remain highly …
Article scientifique
Graph Neural Networks Applications Across Domains: All Insights You Need
Graph neural networks have moved from a niche representation-learning technique to the default model class wherever data carry relational structure. …
Article scientifique
A Dynamic Programming Framework for Discovering Count and Values of Multilevel Image Thresholding
Multilevel Image thresholding is an important preprocessing algorithm in computer vision applications nowadays. Since most common thresholding methods take the …
Article scientifique
Optimizing RetinaNet anchors using differential evolution for improved object detection
Object detection is a fundamental task in computer vision. It has two primary types: one-stage detectors known for their high …
Article scientifique
A novel YOLO LSTM approach for enhanced human action recognition in video sequences
Human Action Recognition (HAR) is a critical task in computer vision with applications in surveillance, healthcare, and human-computer interaction. This …
Article scientifique
Statistically grounded evaluation of demographic bias in deep facial representations using FairFace and UTKFace
Abstract Deep facial representation learning has achieved remarkable performance in computer vision applications; however, high overall accuracy does not necessarily …
Article scientifique
A blind navigation guide model for obstacle avoidance using distance vision estimation based YOLO-V8n
Obstacle is an object positioned along a path of propagation with the potential to cause a collision and hence, an …
Article scientifique
Masked Face Recognition Using Bag of CNN: Robust Local Feature Extraction and Region of Interest
Face recognition remains a crucial issue in computer vision with various applications. This paper introduces an adapted method to tackle …
Article scientifique
OPTIMIZING PEDESTRIAN TRACKING FOR ROBUST PERCEPTION WITH YOLOv8 AND DEEPSORT
Multi-object tracking is a crucial aspect of perception in the area of computer vision, widely used in autonomous driving, behavior …
Article scientifique
Metrics Based Dataset Analysis Used For CNN Absolute Pose Estimation
Abstract Convolutional neural networks (CNNs) have recently been used for a variety of computer vision tasks,including pose regression and image …
Article scientifique
Various frameworks for integrating image and video streams for spatiotemporal information learning employing 2D-3D Residual networks for human action recognition
Abstract Human action recognition has been identified as an important research topic in computer vision because it is an essential …
Article scientifique
Blink-To-Live eye-based communication system for users with speech impairments
Eye-based communication languages such as Blink-To-Speak play a key role in expressing the needs and emotions of patients with motor …
Article scientifique
Exemplar-Based Texture Synthesis Using Two Random Coefficients Autoregressive Models
Example-based texture synthesis is a fundamental topic of many image analysis and computer vision applications. Consequently, its representation is one …
Article scientifique
A GENERIC COMPUTER VISION TOOL FOR RECOGNISING HUMAN ACTIVITIES
A prominent application area in the domain of computer vision is human activity recognition, which involves automatically detecting people’s actions …
Article scientifique
Enhanced kinship verification analysis based on color and texture handcrafted techniques
Abstract Nowadays, kinship verification is considered an attractive research area with a great interest in computer vision. It significantly affects …
Article scientifique
Frame Comparison Network for Video Event Recognition
Abstract Automatic recognition of actions in videos taken in uncontrolled environments is one of the most challenging tasks in computer …
Article scientifique
A practical evaluation of correlation filter-based object trackers with new features
Visual object tracking is a critical problem in the field of computer vision. The visual object tracker methods can be …
Article scientifique
Optimization of chamfer masks using Farey sequences and kernel dimensionality
Farey sequences have captured the attention of several researchers because of their wide applications in polygonal approximation, generation of Ford …
Article scientifique
Fusion of AraBERT and DF-GAN for Arabic Text to Image Generation
Abstract Current AI systems have shown impressive results in the Automatic synthesis of high-resolution realistic images from texts descriptions. Specifically, …
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