APPARATUS AND METHOD FOR DETERMINING STEREO DISPARITY BASED ON TWO-PATH DYNAMIC PROGRAMMING AND GGCP

Patent №

US 7,570,804

Granted

2009-08-04

Filed 2005

Owner

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Lab

AI components

4

ml · vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11296788

Provided is an apparatus and method for determining stereo disparity based on two-path dynamic programming and GGCP. The apparatus includes a pre-processing unit for analyzing texture distribution of an input image by using a Laplacian of Gaussian (LOG) filter and dividing the input image into a homogeneous region and a non-homogeneous region; a local matching unit for determining candidate disparities to be included in an each pixel of all pixels; a local post-processing unit for removing candidate disparities in a pixel of low reliability by performing a visibility test betweens candidate disparities in each pixel to improve the reliability of the candidate disparity; and a global optimizing unit for determining a final disparity for candidate disparities in an each pixel by performing a dynamic programming.

AI classification

Vision1.00
AI hardware0.98
Evolutionary computation0.94
Machine learning0.55
Knowledge representation0.03
Planning0.00
Natural language0.00
Speech0.00

Ownership

ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

assignment · 173050275

Assignors

KIM, JAE-CHUL, CHU, CHANG-WOO, KOO, BON-KI, CHOI, BYOUNG-TAE, KIM, HYUN-BIN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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