Explainable AI Applications for Human Behavior Analysis (Hardcover)

P. Paramasivan

/ ISBN 13: 9798369313558

Editore: IGI Global, Hershey, 2024

Hardcover. In the field of computer vision research, the study of human behavior is a formidable challenge. The diverse applications of this field, from video surveillance for crowd analysis to healthcare diagnostics, have drawn increasing attention. However, a significant problem persists the sacrifice of transparency for the sake of predictive accuracy in Artificial Intelligence (AI) solutions. These AI systems often operate as enigmatic black boxes, seemingly conjuring decisions from vast datasets with little to no explanation. The need for clarity and accountability in AI decision-making is paramount as our reliance on these systems continues to grow. Explainable AI Applications for Human Behavior Analysis embarks on a mission to harness AI's innate capability to elucidate upon its own decision-making processes. By focusing on facial expressions, gestures, and body movements, we delve into uncharted territories of research, offering novel methodologies, databases, benchmarks, and algorithms for the analysis of human behavior in natural settings. Geared toward academic scholars, this book compiles the expertise of leading researchers in the field, making it accessible to readers of all educational backgrounds. It bridges the gap between technical depth and ease of comprehension, featuring quick-reference infographics and an array of topics. The aim is not only to inform but also to encourage knowledge sharing among peers. Join us in the exploration of this technology's transformative potential in decoding human behavior, a journey that promotes clarity, innovation, and accountability for our AI-driven future. Explores AIs innate capability to elucidate upon its own decision-making processes. By focusing on facial expressions, gestures, and body movements, the book delves into uncharted territories of research, offering novel methodologies, databases, benchmarks, and algorithms for the analysis of human behaviour in natural settings. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Codice articolo 9798369313558

Riassunto:

"This book uses AI's ability to explain its behaviors to explore new challenges, domains, and methodologies for analyzing human behavior in natural settings"--

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Titolo: Explainable AI Applications for Human ...
Casa editrice: IGI Global, Hershey
Data di pubblicazione: 2024
Legatura: Hardcover
Condizione: new