Bridging the Semantic Gap in Image and Video Analysis

Name: Bridging the Semantic Gap in Image and Video Analysis
Brand: Springer Nature Switzerland AG
SKU: 9783030088798
Price: 217.76 PLN
Availability: InStock

Autor: Lakhmi C. Jain, Halina Kwasnicka

Język:

Oprawa: Miękka

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

Wysyłamy za 5-8 dni

217.76 zł

This book presents cutting-edge research on various ways to bridge the semantic gap in image and vid...

Informacje o książce

Autor

Lakhmi C. Jain, Halina Kwasnicka

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2019

strony

163

EAN

9783030088798

ISBN

3030088790

Enbook ID

21349498

Wydawca

Springer Nature Switzerland AG

Waga

454

Wymiary

155 x 235 x 10

Pełny opis

This book presents cutting-edge research on various ways to bridge the semantic gap in image and video analysis. The respective chapters address different stages of image processing, revealing that the first step is a future extraction, the second is a segmentation process, the third is object recognition, and the fourth and last involve the semantic interpretation of the image. The semantic gap is a challenging area of research, and describes the difference between low-level features extracted from the image and the high-level semantic meanings that people can derive from the image. The result greatly depends on lower level vision techniques, such as feature selection, segmentation, object recognition, and so on. The use of deep models has freed humans from manually selecting and extracting the set of features. Deep learning does this automatically, developing more abstract features at the successive levels. The book offers a valuable resource for researchers, practitioners, students and professors in Computer Engineering, Computer Science and related fields whose work involves images, video analysis, image interpretation and so on.

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