Depth Map Estimation based on Linear Regression using Image Focus

• Main Authors: Malik , Aamir Saeed, Song, Taek Lyul, Choi, Tae-Sun
• Format: Article
• Published: Wiley 2011
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utp.edu.my/3074/1/2011_IJIST.pdf; http://eprints.utp.edu.my/3074/
• Institution: Universiti Teknologi Petronas

This paper presents a method for depth estimation using image focus based on the linear regression model. Two datasets are selected for each pixel based on the maximum value which is calculated using Laplacian operator. Then linear regression model is used to find lines that approximate these datase...