Fully Convolutional Network-Based Multifocus Image Fusion

• Published in: Neural computation Vol. 30; no. 7; pp. 1775 - 1800
• Main Authors: Guo, Xiaopeng, Nie, Rencan, Cao, Jinde, Zhou, Dongming, Qian, Wenhua
• Format: Journal Article
• Language: English
• Published: One Rogers Street, Cambridge, MA 02142-1209, USA MIT Press 01.07.2018; MIT Press Journals, The
• Subjects: Artificial neural networks; Computer vision; Datasets; Depth of field; Fusion; Human performance; Image detection; Image filters; Image processing; Letters; Optics; Quality assessment; Sensors; Synthesis

As the optical lenses for cameras always have limited depth of field, the captured images with the same scene are not all in focus. Multifocus image fusion is an efficient technology that can synthesize an all-in-focus image using several partially focused images. Previous methods have accomplished...