

Wild2avatar
Overview :
Wild2Avatar is a neuro-rendering method for rendering human appearances in obscured monocular outdoor video content. It is capable of rendering humans in real-world scenarios, even when obstacles may obstruct the camera view and cause partial occlusion. The method achieves this by decomposing the scene into three parts (obstructions, humans, and background) and using a specific target function to force the separation of humans from obstructions and the background to ensure the integrity of the human model.
Target Users :
["For rendering human images in obstructed real-world video content","Can be used to create more realistic virtual human characters","Applicable to augmented reality and virtual reality scenarios"]
Use Cases
To recover the complete images of obscured individuals in security surveillance videos
To fill in obscured actor images in post-production film processing
To generate more realistic virtual dressing models
Features
Can handle obscured images
Separates humans from background and occlusion targets
Ensures the integrity of the human model in the generated images
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