Visual degradations caused by motion blur, raindrop, rain, snow, illumination, and fog
deteriorate image quality and, subsequently, the performance of perception algorithms …

The limited dynamic range of commercial compact camera sensors results in an inaccurate
representation of scenes with varying illumination conditions, adversely affecting image …

Increasing usage of traffic cameras provides an opportunity to utilize them for smart city
applications. However, the efficacy of such systems is determined by their ability to detect …

Semantic segmentation algorithms require access to well-annotated datasets captured
under diverse illumination conditions to ensure consistent performance. However, poor …

Semantic segmentation provides scene understanding capability by performing pixel-wise
classification of objects within an image. However, the sensitivity of such algorithms towards …

Deep learning-based methods have achieved considerable success on single image
dehazing in recent years. However, these methods are often subject to performance …