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Restoration and Summarization of Visual Data

Vikram Singh

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English
Mohd Abdul Hafi
19 February 2024
The dictionary meaning of the word 'restoration' is the act of bringing back a system, that existed previously. In data processing, 'restoration' refers to the task of recovering the original or clean data from the given corrupt data. In Computer Vision, restoration is considered to be an umbrella term as it spans over a variety of problems that depends upon the type of: - Data being restored. - Corruption, the data has to recover from. The most frequently dealt data in Computer Vision problems is either an image or a video, and the most typical form of corruption, found in this data is due to Blur, Noise, Haze, Rain, Missing-pixels or Low-resolution, among others. The restoration problems with the stated corruptions can be but not limited to Deblurring, Denoising, Dehazing, Deraining, Inpainting and Super-resolution. These can be applied either on an image or a video. The next section elaborates some of these problems that will be addressed in this thesis.

By:  
Imprint:   Mohd Abdul Hafi
Dimensions:   Height: 279mm,  Width: 216mm,  Spine: 8mm
Weight:   363g
ISBN:   9798223552505
Pages:   150
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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