Aggelos K. Katsaggelos
Northwestern University(US)
Publications by Year
Research Areas
Image and Signal Denoising Methods, Advanced Image Processing Techniques, Advanced Vision and Imaging, Video Coding and Compression Technologies, Sparse and Compressive Sensing Techniques
Most-Cited Works
- → Digital image restoration(1997)1,676 cited
- → Bayesian Compressive Sensing Using Laplace Priors(2009)800 cited
- → Hybrid image segmentation using watersheds and fast region merging(1998)733 cited
- → Video Super-Resolution With Convolutional Neural Networks(2016)666 cited
- → Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods(2018)583 cited
- → Error resilient video coding techniques(2000)518 cited
- → Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation(1992)488 cited