Classification

Image classification currently faces significant security challenges due to adversarial attacks, which consist of intentional alterations designed to deceive classification models based on artificial intelligence. This a…

Classification Diversity Evolutionary Algorithms Generative Adversarial Network+2

Efficient Calisthenics Skills Classification through Foreground Instance Selection and Depth Estimation

2025-07-16 · Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari

Calisthenics skill classification is the computer vision task of inferring the skill performed by an athlete from images, enabling automatic performance assessment and personalized analytics. Traditional methods for cali…

Classification Depth Estimation Pose Estimation

Safeguarding Federated Learning-based Road Condition Classification

2025-07-16 · Sheng Liu, Panos Papadimitratos

Federated Learning (FL) has emerged as a promising solution for privacy-preserving autonomous driving, specifically camera-based Road Condition Classification (RCC) systems, harnessing distributed sensing, computing, and…

Autonomous Driving Classification Federated Learning Privacy Preserving

AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs)

2025-07-13 · Abdul Manaf, NIMRA MUGHAL

Pneumonia is a leading cause of mortality in children under five, requiring accurate chest X-ray diagnosis. This study presents a machine learning-based Pediatric Chest Pneumonia Classification System to assist healthcar…

Classification Data Augmentation Diagnostic Pneumonia Detection

Fuzzy Classification Aggregation for a Continuum of Agents

2025-07-06 · Zijun Meng

We prove that any optimal, independent, and zero unanimous fuzzy classification aggregation function of a continuum of individual classifications of $m\ge 3$ objects into $2\le p\le m$ types must be a weighted arithmetic…

Classification

Hybrid-View Attention for csPCa Classification in TRUS

2025-07-04 · Zetian Feng, Juan Fu, Xuebin Zou, Hongsheng Ye 외

Prostate cancer (PCa) is a leading cause of cancer-related mortality in men, and accurate identification of clinically significant PCa (csPCa) is critical for timely intervention. Transrectal ultrasound (TRUS) is widely …

Classification Diagnostic

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