AI and ML Techniques in Image Processing and Object Detection / / edited by Sandeep Chand Kumain, Maheep Singh, Lalit Kumar Awasthi, Raj Singh
(Visualizza in formato marc)
(Visualizza in BIBFRAME)
| Autore: |
Chand Kumain Sandeep
|
| Titolo: |
AI and ML Techniques in Image Processing and Object Detection / / edited by Sandeep Chand Kumain, Maheep Singh, Lalit Kumar Awasthi, Raj Singh
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Edizione: | 1st ed. 2025. |
| Descrizione fisica: | 1 online resource (289 pages) |
| Disciplina: | 006.3 |
| Soggetto topico: | Artificial intelligence |
| Machine learning | |
| Image processing | |
| Computational intelligence | |
| Artificial Intelligence | |
| Machine Learning | |
| Image Processing | |
| Computational Intelligence | |
| Altri autori: |
JunejaMaheep Singh
AwasthiLalit Kumar
SinghRaj
|
| Nota di contenuto: | Attention based Deep Neural Networks for Automatic Organ Classification from 2D CT Scan images -- Artificial Intelligence and Machine Learning use in Agriculture Domain A Review -- Evolution of Object Detection From Classical to Modern AI Approaches -- Unlocking the Secrets of Deep Space AI Techniques for Object Detection in Astronomical Imagery. |
| Sommario/riassunto: | This book highlights the evolution and interdisciplinary approach of AI and ML in image processing, tracing historical development and exploring their convergence with different fields. It delves into optimizing neural architectures and making deep learning models interpretable while exploring recent trends like versatile CNN applications and edge computing deployment. The intersection of AI and creativity, dynamic transfer learning, and domain adaptation are discussed alongside object detection techniques and reinforcement learning. It examines advanced applications in satellite imagery, healthcare, and smart cities, addressing ethical considerations like bias mitigation and transparency. This book also outlines future trends such as quantum-inspired computing and the evolution of edge AI ecosystems. |
| Titolo autorizzato: | AI and ML Techniques in Image Processing and Object Detection |
| ISBN: | 981-9674-45-X |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9911020423703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Artificial Intelligence (R0) Series