Real Time Human Motion Tracking with Image Alignment Optimization

Name: Real Time Human Motion Tracking with Image Alignment Optimization
Brand: LAP Lambert Academic Publishing
SKU: 9783659877186
Price: 165.01 PLN
Availability: InStock

Using Random Projection

Autor: B. Muthu Kumar

Język:

Oprawa: Miękka

Wydawca: LAP Lambert Academic Publishing

Dostępność: Dostępna u dostawcy

Wysyłamy za 5-8 dni

165.01 zł

Analysis of human motion is studied in the context of 2D video image estimation. An adaptive human m...

Informacje o książce

Autor

B. Muthu Kumar

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2016

strony

156

EAN

9783659877186

Enbook ID

02994462

Wydawca

LAP Lambert Academic Publishing

Waga

250

Wymiary

150 x 220 x 9

Pełny opis

Analysis of human motion is studied in the context of 2D video image estimation. An adaptive human motion estimation filter with integrated phase compensator is designed to extract the relevant features from the human motion information through video samples. The use of phase compensator ensures that the algorithm performs well for both low and high frequency human motion estimation. An extended principal component analysis is applied to the two dimensional situation for dimensional reduction and results obtained, prove to be superior, compared to reported schemes. A correlation extractor is emulated in the hardware and extracts the interframe pixel correlation values and is spatial dependent. The implemented algorithm is scalable and generic and cause least modifications on the representation coefficients. Thus, it can tolerate increased variations on the motion appearance and keep the basis representation vector unaffected. Implementation results with real sequences are evaluated. The artefacts considered in the design include (i) Effects of expression, (ii) Illumination and (iii) Occlusion variations.

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Real Time Human Motion Tracking with Image Alignment Optimization

Using Random Projection

Informacje o książce

Pełny opis

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