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Aggelos K. Katsaggelos
Researcher at Northwestern University
Publications - 999
Citations - 28918
Aggelos K. Katsaggelos is an academic researcher from Northwestern University. The author has contributed to research in topics: Image restoration & Image processing. The author has an hindex of 76, co-authored 946 publications receiving 26196 citations. Previous affiliations of Aggelos K. Katsaggelos include University of Stavanger & Delft University of Technology.
Papers
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Journal ArticleDOI
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing
Xin Yuan,David J. Brady,Jinli Suo,Henry Arguello,Miguel R. D. Rodrigues,Aggelos K. Katsaggelos +5 more
TL;DR: In this article , the authors focus on deep learning for high-dimensional sensing and propose new sensing and processing techniques with high performance to capture highdimensional data by leveraging recent advances in deep learning (DL).
Proceedings ArticleDOI
Energy efficient wireless video communications for the digital set-top box
TL;DR: A general framework for the problem of minimizing the transmission energy required to provide an acceptable level of video quality is presented and two special cases in which communication resources are adjusted simultaneously with the source coding parameters in order to provide packet loss adaptation and transmission rate adaptation are discussed.
Book ChapterDOI
Interactive Pansharpening and Active Classification in Remote Sensing
TL;DR: This chapter presents two multimodal prototypes for remote sensing image classification where user interaction is an important part of the system and develops three different strategies for selecting the more informative pixel to be included in the training set.
Proceedings Article
High-resolution color image reconstruction from compressed video sequences
TL;DR: An algorithm for the estimation of high resolution color frames from a low resolution compressed color video sequence is proposed that exploits the existing correlation between the high and low resolution frames to obtain a high resolution frame reducing the artifacts introduced by the compression process.