Video Inpainting of Complex Scenes

Article, Preprint English OPEN
Newson, Alasdair; Almansa, Andrés; Fradet, Matthieu; Gousseau, Yann; Pérez, Patrick;
(2015)
  • Publisher: Society for Industrial and Applied Mathematics
  • Identifiers: doi: 10.1137/140954933
  • Subject: AMS Subject classifications: 65K10, 65C20, 68U10 | [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV] | moving background | Computer Science - Computer Vision and Pattern Recognition | [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing | ACM: I.: Computing Methodologies/I.2: ARTIFICIAL INTELLIGENCE/I.2.10: Vision and Scene Understanding/I.2.10.9: Video analysis | video textures | Video inpainting | patch-based inpainting | Electrical Engineering and Systems Science - Image and Video Processing | [MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA] | Computer Science - Multimedia | ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.4: Restoration | [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] | [INFO.INFO-MM]Computer Science [cs]/Multimedia [cs.MM] | Mathematics - Numerical Analysis
    acm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

We propose an automatic video inpainting algorithm which relies on the optimisation of a global, patch-based functional. Our algorithm is able to deal with a variety of challenging situations which naturally arise in video inpainting, such as the correct reconstruction ... View more
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