Despite recent advances in video inpainting techniques, reconstructing large missing regions of a moving subject while its scale changes remains an elusive goal. In this paper, we have introduced a scale-change invariant method for large missing regions to tackle this problem. Using this framework, first the moving foreground is separated from the background and its scale is equalized. Then, a ...

Abstract Photo composition is one of the most important factors in aesthetics photographs. As a popular application, recommendation for photo focusing on specific subject has been ignored by recent deep-learning-based approaches. In this paper, we propose subject-aware image method, SAC-Net, which takes an RGB and binary window mask as input, returns good compositions crops containing subject. ...

The paper analyzes the possibility and expediency of recognizing robots artificial intelligence systems as subjects or quasi-subjects law. author states that there are three approaches to understanding subject matter: 1) formal legal (positivist) approach; 2) anthropocentric 3) naturalistic approach Only within framework latter, attempts made identify objectively existing features At same time,...