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愿景:挑战与前景

Vision: Challenges and Prospects
课程网址: http://videolectures.net/mitworld_sinha_vcp/  
主讲教师: Pawan Sinha
开课单位: 麻省理工学院
开课时间: 2010-09-08
课程语种: 英语
中文简介:
在不到一秒钟的时间内,我们大多数人都可以识别人群中的脸部,或者从模糊的图像中辨认出脸部。 Pawan Sinha专注于我们不可思议的识别面孔的能力,以此来解决神经科学的一个关键问题:我们的大脑如何表示然后编码物体。他认为面部感知是一个整体过程:我们广泛地接受关系,例如眼睛,鼻子和嘴巴。他通过创建一个可以类似地掌握面部结构的计算机程序来测试这个假设,并且程序能够在更大的图片中“看到”一张脸。在他的Hirschfeld项目中,Sinha试图提炼出漫画家对面部重要地标的理解。他发现你可以将一张脸的图像水平或垂直缩小到13%,它仍然可以识别。 Sinha关于大脑如何感知面孔的工作立即应用于安全监控系统,汽车行人警报系统和机器人技术。但最接近辛哈心脏的是印度的一个新项目,这个项目是世界上30%的盲人所在地,在那里他将协助和研究先天性失明后恢复视力的儿童。
课程简介: In a fraction of a second, most of us can recognize a face in a crowd, or make out a face from a blurry image. Pawan Sinha focuses on our uncanny ability to recognize faces as a way of getting at one of the key problems of neuroscience: how our brains represent and then encode objects. He theorizes that facial perception is a holistic process: we broadly take in the relationship, for instance, of eyes, nose and mouth. He tested this hypothesis by creating a computer program that could similarly grasp facial structure, and the program was able to “see” a face within a larger picture. In his Hirschfeld Project, Sinha is trying to distill the caricaturists’ understanding about the important landmarks of a face. He’s discovered that you can shrink an image of a face to 13% horizontally or vertically, and it will still be recognizable. Sinha’s work on how the brain perceives faces has immediate application in security surveillance systems, pedestrian-alert systems for cars, and in robotics. But closest to Sinha’s heart is a new project in India, home to 30% of the world’s blind, where he will assist and study children with recovered sight following congenital blindness.
关 键 词: 面孔识别; 安全监控系统; 先天性失明
课程来源: 视频讲座网
最后编审: 2019-06-15:cjy
阅读次数: 29