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By Baochang Zhang, Sheng Xu, Mingbao Lin, Tiancheng Wang, David Doermann
December 13, 2023
Deep learning has achieved impressive results in image classification, computer vision, and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floatingpoint operations (FLOPs)...
By Feng Wu, Chong Luo, Hancheng Lu
July 24, 2023
An uncoded multimedia transmission (UMT) system is one that skips quantization and entropy coding in compression and all subsequent binary operations, including channel coding and bit-to-symbol mapping of modulation. By directly transmitting non-binary symbols with amplitude modulation, the uncoded...
Edited
By Francesco Flammini, Roberto Setola, Giorgio Franceschetti
November 16, 2016
Effective Surveillance for Homeland Security: Balancing Technology and Social Issues provides a comprehensive survey of state-of-the-art methods and tools for the surveillance and protection of citizens and critical infrastructures against natural and deliberate threats. Focusing on current ...
By Feng Wu
July 25, 2014
Visual information is one of the richest and most bandwidth-consuming modes of communication. To meet the requirements of emerging applications, powerful data compression and transmission techniques are required to achieve highly efficient communication, even in the presence of growing ...
Edited
By Yiannis Kompatsiaris, Bernard Merialdo, Shiguo Lian
March 19, 2012
The rapid advancement of digital multimedia technologies has not only revolutionized the production and distribution of audiovisual content, but also created the need to efficiently analyze TV programs to enable applications for content managers and consumers. Leaving no stone unturned, TV Content ...
By Yi-Hsuan Yang, Homer H. Chen
February 22, 2011
Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first ...