Deep Learning In Visual Computing And Signal Processing

Download or read book Deep Learning in Visual Computing and Signal Processing written by Krishna Kant Singh and published by CRC Press. This book was released on 2022-10-20 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: An enlightening amalgamation of deep learning concepts with visual computing and signal processing applications, this new volume covers the fundamentals and advanced topics in designing and deploying techniques using deep architectures and their application in visual computing and signal processing. The volume first lays out the fundamentals of deep learning as well as deep learning architectures and frameworks. It goes on to discuss deep learning in neural networks and deep learning for object recognition and detection models. It looks at the various specific applications of deep learning in visual and signal processing, such as in biorobotics, for automated brain tumor segmentation in MRI images, in neural networks for use in seizure classification, for digital forensic investigation based on deep learning, and more.