.png){kind=icon}
返回
Thermal image colorization using Markov decision processes
.png){kind=icon}
PRE
AI
DOI：10.1007/s12293-016-0193-2.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Displaying night-vision thermal images with day-time colors is paramount for scene interpretation and target tracking. In this paper, we employ object recognition methods for colorization, which amounts to segmenting thermal images into plants, buildings, sky, water, roads and others, then calculating colors to each class. The main thrust of our work is the introduction of Markov decision processes (MDP) to deal with the computational complexity of the colorization problem. MDP provides us with the approaches of neighborhood analysis and probabilistic classification which we exploit to efficiently solve chromatic estimation. We initially label the segments with a classifier, paving the way for the neighborhood analysis. We then update classification confidences of each class by MDP under the consideration of neighboring consistency and scenery layout. Finally we calculate the colors for every segment by blending the characteristic colors of each class it belongs to in a probabilistic way. Experimental results show that the colorized appearance of our algorithm is satisfactory and harmonious; the computational speed is quite fast as well.
Keyword:
Thermal image
Color night-vision
Object recognition
Markov decision processes
Probabilistic color blending
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
2.3
论文数:
457
被引数:
718
机构
暂无机构信息
引用论文
分享收藏
0.18um low voltage 12-bit successive-approximation-register analog-to-digital converter (SAR ADC)
PREAI
分享收藏Interclass testing of object oriented software.png)
Eighth IEEE International Conference on Engineering of Complex Computer Systems, 2002. Proceedings.
OAAI
Eighth IEEE International Conference on Engineering of Complex Computer Systems, 2002. Proceedings.IF0
OAAI分享收藏A predicative model for certain directed metalations, I; applications to the behavior of anisole
PREAI
分享收藏
查看更多内容