Graph Based Multimedia Analysis

Graph Based Multimedia Analysis, 1st Edition, is a textbook that applies graph theory to analyze overabundant video data. Written for researchers and graduate students in computer science, computer engineering, electronics engineering, electrical engineering, informatics, and multimedia engineering, the book presents mathematical and computational frameworks for processing complex visual datasets.

The core coverage moves through distinct summarization models tailored to specific camera setups and viewpoints. It addresses exocentric video summarization and multi-view exocentric video summarization. The material also examines egocentric video summarization and egocentric video co-summarization, structuring both individual and shared first-person video recordings into concise representations.

To assist practical technical implementation, the textbook includes an appendix containing implementable source code. The volume fits academic degree programs in engineering and informatics, as well as industry practitioners working in commercial multimedia organizations and specialized video processing laboratories.