1. Review of main audio-video processing algorithms 2. Multimedia, multi modal and cross-modal communications 3. Machine and deep learning algorithm for audio-video scenario 4. The need for audio, image & video processing for semantics extraction 5. Applications

MATERIALE DIDATTICO Camastra, Vinciarelli, Machine Learning for Audio, Image and Video Analysis, Springer 2015. Signal Processing Magazine “Special Issue on Semantic Retrieval Of Multimedia,” IEEE SP Magazine MARCH 2006 Aurelio Uncini, “Audio Digitale”, McGraw-Hill, ISBN: 88 386 6317-3, 2006. • Z. Wu, Ti. Yao, Y. Fu, Y-G Jiang Deep Learning for Video Classification and Captioning, arXiv:1609.06782v2 [cs.CV] 22 Feb 2018 Aurelio Uncini, “Introduction to Neural Networks and Deep Learning”, Ed. 2020, (free pdf available for the students). SITO WEB DI RIFERIMENTO http://www.uncini.com/dida/TAV/index.html