Image Outpainting and Harmonization using GANs

Vignesha K., Rabeeh Mohammed Ali
2020 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
Although the inherently ambiguous task of predicting what resides on the far side all four edges of a image has rarely been explored before, we have a tendency to demonstrate that GANs hold powerful potential in manufacturing reasonable extrapolations. Two outpainting ways square measure projected that aim to instigate this line of research: the primary approach uses a context encoder inspired by common inpainting architectures and paradigms, whereas the second approach adds an extra
more » ... an extra post-processing step using a single-image generative model. This way, the hallucinated details are integrated with the design of the original image.
doi:10.32628/cseit206370 fatcat:o5av724qxjdedf3kqyml4cjeta