This book provides an overview of emerging new approaches to video search andmining based on promising methods being developed in the computer vision and image analysis community. Video search and mining is a rapidly evolving discipline whose aim is to capture interesting patterns in video data. It has becomeone of the core areas in the data mining research community. In comparison toother types of data mining (e.g. text), video mining is still in its infancy.The objective of this book is to present the latest advances in video search and mining covering both theoretical approaches and practical applications. Thebook provides researchers and practitioners a comprehensive understanding of the start-of-the-art in video search and mining techniques and a resource for potential applications and successful practice. This book can also serve as animportant reference tool and handbook for researchers and practitioners in video search and mining. INDICE: Part I. Motion Trajectory Analysis.-Part II. High-Dimensional Video Representation.- Part III. Semantic Video Analysis.- Part IV. Personalized Video.- Part V. Video Mining.
- ISBN: 978-3-642-26343-9
- Editorial: Springer
- Encuadernacion: Rústica
- Fecha Publicación: 28/06/2012
- Nº Volúmenes: 1
- Idioma: Inglés