Learning a convolutional demosaicing network for microgrid polarimeter imagery

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 光电信息技术研究室

	Learning a convolutional demosaicing network for microgrid polarimeter imagery
	Shao, Jianbo 3,6; Luo HB(罗海波)1,4,5 ; Zhang XY(张祥越)1,2,4,5 ; Hui B(惠斌)1,4,5 ; Chang Z(常铮)1,4,5 ; Liang, Rongguang 3; Zhang JC(张俊超)1,2,3,4,5
刊名	OPTICS LETTERS
	2018
卷号	43 期号:18 页码:4534-4537
ISSN号	0146-9592
产权排序	1
英文摘要	We propose a polarization demosaicing convolutional neural network to address the image demosaicing issue, the last unsolved issue in microgrid polarimeters. This network learns an end-to-end mapping between the mosaic images and full-resolution ones. Skip connections and customized loss function are used to boost the performance. Experimental results show that our proposed network outperforms other state-of-the-art methods by a large margin in terms of quantitative measures and visual quality. (C) 2018 Optical Society of America
资助项目	China Scholarship Council (CSC)[201704910730] ; thirteenth five-year preresearch program of China[41415020104]
WOS关键词	FOCAL-PLANE POLARIMETERS ; INTERPOLATION ; DIVISION
WOS研究方向	Optics
语种	英语
WOS记录号	WOS:000444400100057
资助机构	China Scholarship Council (CSC) ; thirteenth five-year preresearch program of China
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/22742]
专题	沈阳自动化研究所_光电信息技术研究室
通讯作者	Liang, Rongguang
作者单位	1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 2.University of Chinese Academy of Sciences, Beijing 100049, China 3.College of Optical Sciences, University of Arizona, Tucson, Arizona 85721, USA 4.Key Laboratory of Opto-Electronic Information Processing, CAS, Shenyang 110016, China 5.The Key Lab of Image Understanding and Computer Vision, Liaoning Province, Shenyang 110016, China 6.Department of Electrical and Computer Engineering, University of Arizona, Tucson, Arizona 85721, USA
推荐引用方式 GB/T 7714	Shao, Jianbo,Luo HB,Zhang XY,et al. Learning a convolutional demosaicing network for microgrid polarimeter imagery[J]. OPTICS LETTERS,2018,43(18):4534-4537.
APA	Shao, Jianbo.,Luo HB.,Zhang XY.,Hui B.,Chang Z.,...&Zhang JC.(2018).Learning a convolutional demosaicing network for microgrid polarimeter imagery.OPTICS LETTERS,43(18),4534-4537.
MLA	Shao, Jianbo,et al."Learning a convolutional demosaicing network for microgrid polarimeter imagery".OPTICS LETTERS 43.18(2018):4534-4537.