Lightweight Image Inpainting by Stripe Window Transformer with Joint Attention to CNN

Understand

Image inpainting is an important task in computer vision.

• As admirable methods are presented, the inpainted image is getting closer to reality.
• However, the result is still not good enough in the reconstructed texture and structure based on human vision.
• Although recent advances in computer hardware have enabled the development of larger and more complex models, there is still a need for lightweight models that can be used by individuals and small-sized institutions.