Title :
Extended Depth-of-Field Microscope Imaging: MPP Image Fusion VS. WAVEFRONT CODING
Author :
Cheng, Shukang ; Hyohoon Chooi ; Qiang Wu ; Castleman, K.R.
Author_Institution :
Adv. Digital Imaging Res., LLC, League City, TX, USA
Abstract :
Biomedical specimens thicker than the microscope depth-of-field (DOF) produces images of limited quality where a part of the specimen is in focus and others out of focus. Even the best in-focus image always contains objects that are blurred. These blurred contents make the quantitative and accurate analysis of the specimen difficult. The problem can be remedied by extending the DOF of the imaging system. One way to achieve this is to apply digital image fusion, a software technique that combines multiple images into a carefully synthesized image. Another way, albeit more expensive, is to incorporate modification in the optical system. In this paper we describe an extended DOF method that is based on multiscale pointwise product (MPP) image fusion, and compare it with the state-of-the-art wavefront coding technique which involves optical modification. We show competitive performance of our method and contrast its pros and cons with those of the wavefront coding.
Keywords :
biomedical optical imaging; image denoising; image fusion; medical image processing; optical information processing; optical microscopy; biomedical specimens; depth-of-field microscope imaging; digital image fusion; image deblurring; image quality; multiscale pointwise product; optical system; wavefront coding technique; Biomedical imaging; Biomedical measurements; Biomedical optical imaging; Digital images; Focusing; Image coding; Image fusion; Microscopy; Optical imaging; Pixel;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312957