Title :
Ground Color Customization of Soccer Videos
Author :
Ahn, Ilkoo ; Kim, Changick
Author_Institution :
Inf. & Commun. Univ., Daejeon
Abstract :
In this paper, we present a method for customizing the ground color in outdoor sports video to provide TV viewers with a better viewing experience. This relates to content personalization and the issue is becoming critical with the advent of mobile TV and interactive TV such as IPTV. In the case of watching outdoor sports video such as soccer video, it is sometimes observed that the ground color is not satisfied by viewers. In this work, the proposed algorithm is focused on customizing the ground color to deliver viewers better viewing experiences. The algorithm comprises three modules; ground detection, long-shot detection, and ground color customization. We customize the ground color by considering the difference between ground colors from both input video and target video. Experimental results show that the proposed scheme offers useful tools to provide a more comfortable viewing environment and is amenable to realtime performance even in a software based implementation.
Keywords :
feature extraction; image classification; image colour analysis; object detection; sport; video signal processing; TV viewers; ground color customization algorithm; ground detection; ground extraction algorithm; long-shot detection; outdoor sports video; shot classification algorithm; soccer videos; Classification algorithms; Color; Event detection; Gunshot detection systems; IPTV; Liquid crystal displays; Mobile TV; Software performance; Software tools; Videos; Mobile devices; Soccer video analysis; content customization; content personalization; ground color;
Conference_Titel :
Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2109-1
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2007.4487260