A 3-D patches mean method for removing moving objects and video inpainting

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Sheykhalishahi Fatemeh; SARYAZDI SAEID; NEZAMABADIPOUR HOSSEIN

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Journal: MACHINE VISION AND IMAGE PROCESSING Year:2018 | Volume:5 | Issue:1 Page(s): 113-128

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Information Journal Paper

Title

A 3-D patches mean method for removing moving objects and video inpainting

Author(s)

Sheykhalishahi Fatemeh | SARYAZDI SAEID | NEZAMABADIPOUR HOSSEIN | Issue Writer Certificate

Keywords

video inpainting

moving object deletion

non-local means

3D patch

prioritizing of target pixels

Abstract

This paper proposes a 3-D non-local means (NLMs) method for the application of video inpainting. To do this, first it assigns to the target pixels a priority and then restores them. The priority assignment of the target pixels is done based on structure and texture information of their neighbors’ pixels. To determine the type of each patch, which can be either texture or structure, the entropy criterion is used. The proposed method, to estimate damaged pixels, uses several non-local patches instead of the best matched patch. The subjective and objective experiments confirm the superiority of proposed method in the application of video inpainting and removing moving objects from the video in comparison with state-of-the-art methods.

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APA: Copy

Sheykhalishahi, Fatemeh, SARYAZDI, SAEID, & NEZAMABADIPOUR, HOSSEIN. (2018). A 3-D patches mean method for removing moving objects and video inpainting. MACHINE VISION AND IMAGE PROCESSING, 5(1 ), 113-128. SID. https://sid.ir/paper/363517/en

Vancouver: Copy

Sheykhalishahi Fatemeh, SARYAZDI SAEID, NEZAMABADIPOUR HOSSEIN. A 3-D patches mean method for removing moving objects and video inpainting. MACHINE VISION AND IMAGE PROCESSING[Internet]. 2018;5(1 ):113-128. Available from: https://sid.ir/paper/363517/en

IEEE: Copy

Fatemeh Sheykhalishahi, SAEID SARYAZDI, and HOSSEIN NEZAMABADIPOUR, “A 3-D patches mean method for removing moving objects and video inpainting,” MACHINE VISION AND IMAGE PROCESSING, vol. 5, no. 1 , pp. 113–128, 2018, [Online]. Available: https://sid.ir/paper/363517/en

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