18 citations · 57 across the 7 of their papers we have counts for
7 papers
CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance
Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Xinyao Sun +1
We propose a novel direction to improve the denoising quality of filtering-based denoising algorithms in real time by predicting the best filter parameter value using a Convolution…
CNN-based InSAR Denoising and Coherence Metric
Subhayan Mukherjee, Aaron Zimmer, Navaneeth Kamballur Kottayil +3
Interferometric Synthetic Aperture Radar (InSAR) imagery for estimating ground movement, based on microwaves reflected off ground targets is gaining increasing importance in remote…
DeepInSAR: A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation
Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee +3
Over the past decade, Interferometric Synthetic Aperture Radar (InSAR) has become a successful remote sensing technique. However, during the acquisition step, microwave reflections…
Learning Local Distortion Visibility From Image Quality Data-sets
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frederic Dufaux +1
Accurate prediction of local distortion visibility thresholds is critical in many image and video processing applications. Existing methods require an accurate modeling of the huma…
Blind High Dynamic Range Quality estimation by disentangling perceptual and noise features in images
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frederic Dufaux +1
Assessing the visual quality of High Dynamic Range (HDR) images is an unexplored and an interesting research topic that has become relevant with the current boom in HDR technology.…
Investigation of Gaze Patterns in Multi View Laparoscopic Surgery
Navaneeth Kamballur Kottayil, Rositsa Bogdanova, Irene Cheng +2
Laparoscopic Surgery (LS) is a modern surgical technique whereby the surgery is performed through an incision with tools and camera as opposed to conventional open surgery. This pr…
A Color Intensity Invariant Low Level Feature Optimization Framework for Image Quality Assessment
Navaneeth K. Kottayil, Irene Cheng, Frederic Dufaux +1
Image Quality Assessment (IQA) algorithms evaluate the perceptual quality of an image using evaluation scores that assess the similarity or difference between two images. We propos…