Review of deep learning-based image inpainting techniques

J Yang, NIR Ruhaiyem - IEEE Access, 2024 - ieeexplore.ieee.org
The deep learning-based image inpainting models discussed in this review are critical
image processing techniques for filling in missing or removed regions in static planar …

Internal diverse image completion

N Alkobi, TR Shaham… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Image completion is widely used in photo restoration and editing applications, eg for object
removal. Recently, there has been a surge of research on generating diverse completions …

Anomaly detection in all-sky images: An approach using robust ensemble modeling of cloud cover fraction and prediction bounds

VR da Rocha, G Fisch, RS Costa, A Ruano - Engineering Applications of …, 2025 - Elsevier
All-sky images (ASI) are widely used for sky monitoring, particularly in solar energy
generation applications. Alignment issues and interferences demand a detection process of …

Chinese Ancient Paintings Inpainting Based on Edge Guidance and Multi-Scale Residual Blocks

Z Sun, Y Lei, X Wu - Electronics, 2024 - mdpi.com
Chinese paintings have great cultural and artistic significance and are known for their
delicate lines and rich textures. Unfortunately, many ancient paintings have been damaged …

Enhanced background reconstruction of X-ray angiography frames through a guided inpainting method built on an end-to-end deep learning approach

F Akhoondi, F Almasganj - Biomedical Signal Processing and Control, 2025 - Elsevier
Achieving clear images during X-ray angiography is sometimes a challenge for cardiologists
due to unwanted shadows of various fixed and moving organs inside the chest. To face this …

Outpainting Natural Scenery Images by Fusing Forecasting Information

Y Geng, P Gao, X Yang, Y Yan… - Journal of Physics …, 2022 - iopscience.iop.org
Image outpainting receives less attention due to the challenges of predicting the spatial
content consistency and maintaining the high quality in generated images. All-sides image …

[PDF][PDF] Face Inpainting with Deep Feature and Discrimination Priors

H Yue, L Liao, J Yang - Available at SSRN 4313897 - papers.ssrn.com
Image (Face) inpainting is a highly ill-posed problem due to limited priors in the missing
regions. Due to the specific structures of faces, face inpainting can take advantage of its …