Abstract: Accurate segmentation of lesion areas in dermoscopic images is crucial for early diagnosis and treatment planning of skin diseases. With the rapid development of deep learning in the field ...

Abstract: Traditional image matting requires manual trimap input, making it complex. Automatic image matting, however, extracts an alpha mask from natural images without needing trimaps or other ...

A complete beginner-friendly report — from the medical problem to the deep learning solution, architecture, training, evaluation, and results ...

Generative models have demonstrated significant results in ultra-low bitrate image compression, owing to their powerful capabilities for content generation and texture completion. Existing works ...