Hybrid Approach for Shot Boundary Detection Based on Machine Learning

Name: Hybrid Approach for Shot Boundary Detection Based on Machine Learning
Brand: LAP LAMBERT Academic Publishing
SKU: 9786205630921
Price: 31549 HUF
Availability: InStock

Szerző: Parul Arora

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP LAMBERT Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 8-11 napon belül

31 549 Ft

High level video generalization, video segmentation, video indexing, video summarization and video r...

Információk a könyvről

Szerző

Parul Arora

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2024

oldal

260

EAN

9786205630921

ISBN

6205630923

Enbook ID

45031881

Kiadó

LAP LAMBERT Academic Publishing

Súly

405

Méretek

150 x 220 x 16

Teljes leírás

High level video generalization, video segmentation, video indexing, video summarization and video recovery required an elementary step of recognition of shot boundaries. Therefore detection of shot boundaries is prerequisite for revealing content of complicated video structure. There are several applications where shot boundary detection automation can be used such as Geographical information system (GIS), restoration of video, multimedia news, digital libraries, Tele-learning, interactive display. There are some problems that still need to be addressed by the researchers to resolve. The disturbance caused by the illumination change, detection of gradual and abrupt transitions is the main confronts in the detection of shot breaks. In this book we propose three methods for shot boundary detection which are Dual Tree Discrete Wavelet Transform (DTDWT), Artificial Neural Network (ANN) and Convolution Neural Network (CNN). We have assessed algorithms using performance evaluation metric Precision, Recall and F1 measure.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Hybrid Approach for Shot Boundary Detection Based on Machine Learning

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták