Pseudo decoder guided light-weight architecture for image inpainting
Image inpainting is one of the most important and widely used approaches where input
image is synthesized at the missing regions. This has various applications like undesired …
image is synthesized at the missing regions. This has various applications like undesired …
Rethinking prediction-based video anomaly detection from local–global normality perspective
Video anomaly detection (VAD) has been intensively studied for years because of its
potential applications in intelligent video systems. Prediction-based VAD methods have …
potential applications in intelligent video systems. Prediction-based VAD methods have …
Stable Viewport-Based Unsupervised Compressed 360 Video Quality Enhancement
With the popularity of panoramic cameras and head mount displays, many 360° videos have
been recorded. Due to the geometric distortion and boundary discontinuity of 2D projection …
been recorded. Due to the geometric distortion and boundary discontinuity of 2D projection …
RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches
While developing new unsupervised domain translation methods for endoscopy videos, it is
typical to start with approaches that initially work for individual frames without temporal …
typical to start with approaches that initially work for individual frames without temporal …
A novel method for video enhancement under low light using BFR-SEQT technique
J Bright Jose, RP Anto Kumar - The Imaging Science Journal, 2025 - Taylor & Francis
As typical frame rates allow limited exposure time, camera-captured videos under low-light
conditions often suffer from poor contrast and noise. Existing models failed to consider dark …
conditions often suffer from poor contrast and noise. Existing models failed to consider dark …