Karen Egiazarian
- Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers
2023/02/27 by Samuel Pinilla, Kumar Vijay Mishra, Igor Shevkunov +3 · 4 citations
Physics and Astronomy · Computer Science · #Advanced X-ray Imaging Techniques #Optical measurement and interference techniques #Adaptive optics and wavefront sensing
- Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging
2022/03/03 by Samuel Pinilla, Kumar Vijay Mishra, Pinilla, Samuel +9 · 2 citations
Computer Science · Physics and Astronomy · #Adaptive optics and wavefront sensing #Advanced X-ray Imaging Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Optical measurement and interference techniques #Optics (physics.optics) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Blind estimation of white Gaussian noise variance in highly textured\n images
2017/11/29 by Ponomarenko, Mykola, Nikolay Gapon, Gapon, Nikolay +4 · 1 citation
Computer Science · Engineering · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- Learning-based Noise Component Map Estimation for Image Denoising
2021/09/24 by Sheyda Ghanbaralizadeh Bahnemiri, Bahnemiri, Sheyda Ghanbaralizadeh, Karen Egiazarian +2 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
- Residual Swin Transformer Channel Attention Network for Image Demosaicing
2022/04/14 by Wenzhu Xing, Xing, Wenzhu, Karen Egiazarian +1 · 1 citation
Computer Science · Engineering · #Image and Signal Denoising Methods #Advanced Image Fusion Techniques #Image Enhancement Techniques
- Roadmap on computational methods in optical imaging and holography [invited]
2024/08/29 by Joseph Rosen, Simon Alford, Blake M. Allan +80 · 1 voice · 1 citation
Physics and Astronomy · Engineering · #Digital Holography and Microscopy #Advanced Optical Imaging Technologies #Random lasers and scattering media