Skip to main navigation Skip to search Skip to main content

Object distance estimation based on stereo vision and color segmentation with region matching

  • Brigham Young University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Human vision system relies on stereovision to determine object distance in the 3-D world. Human vision system achieves this by first locating the objects, then matching the corresponding objects seen by the left and right eyes, and finally using triangulation to estimate the object distance. Inspired by the same concept, this paper presents a depth estimation method based on stereo vision and color segmentation with region matching in CIE Lab color space. Firstly, an automatic seeded region growing approach for color segmentation in perceptually uniform color space was proposed. Then color region matching method was implemented after color segmentation. Thereafter, 3D reprojection method was employed to calculate depth distances. Experimental results are included to validate the proposed concept for object distance estimation.

Original languageEnglish
Title of host publicationAdvances in Visual Computing - 6th International Symposium, ISVC 2010, Proceedings
EditorsGeorge Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ronald Chung, Riad Hammound, Muhammad Hussain, Tan Kar-Han, Roger Crawfis, Daniel Thalmann, David Kao, Lisa Avila
PublisherSpringer Verlag
Pages368-376
Number of pages9
ISBN (Print)9783642172762
DOIs
Publication statusPublished - 2010
Event6th International Symposium on Visual Computing, ISVC 2010 - Las Vegas, United States
Duration: 29 Nov 2010 → 1 Dec 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6455 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference6th International Symposium on Visual Computing, ISVC 2010
Country/TerritoryUnited States
CityLas Vegas
Period29/11/10 → 1/12/10

Fingerprint

Dive into the research topics of 'Object distance estimation based on stereo vision and color segmentation with region matching'. Together they form a unique fingerprint.

Cite this