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Real Time Compressive Tracking By Image Processing

Language EnglishEnglish
Book Paperback
Book Real Time Compressive Tracking By Image Processing Kalagadda Bikshalu
Libristo code: 12628594
Publishers LAP Lambert Academic Publishing, November 2015
Despite that numerous algorithms have been proposed in the literature, object tracking remains a cha... Full description
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Despite that numerous algorithms have been proposed in the literature, object tracking remains a challenging problem due to appearance change caused bypose, illumination, occlusion, and motion, among others. An effective appearance model is of prime importance for the success of a tracking algorithm that has been attracting much attention in recent years. Tracking algorithms can be generally categorized as either generative or discriminative based on their appearance models. Generative tracking algorithms typically learn a model to represent the target object and then use it to search for the image region with minimal reconstruction error. Black et al. learn an off-line subspace model to represent the object of interest for tracking. The IVT method utilizes an incremental subspace model to adapt appearance changes. Recently, sparse representation has been used in the 1-tracker where an object is modeled by a sparse linear combination of target and trivial templates. However, the computational complexity of this tracker is rather high, thereby limiting its applications in real-time scenarios.

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About the book

Full name Real Time Compressive Tracking By Image Processing
Author Kalagadda Bikshalu
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 100
EAN 9783659884689
Libristo code 12628594
Publishers LAP Lambert Academic Publishing
Weight 165
Dimensions 150 x 220 x 6

Categories

Technology, Engineering, Agriculture > Energy technology & engineering > Electrical engineering
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