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9.675对象和人脸识别的发展

9.675 The Development of Object and Face Recognition
课程网址: http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-675-the...  
主讲教师: Prof. Pawan Sinha
开课单位: 麻省理工学院
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
本课程采用“回到开始”的观点,旨在更好地理解最终结果。是什么发展过程导致“急速的,嗡嗡的混乱”组织成连贯的视觉对象?本课程检视与在复杂视觉输入中发现物体有关的关键实验结果及计算建议。课程结构的设计是为了让学生学习,并把重点放在整体的研究类型;了解科学是如何在这一领域开展的。
课程简介: This course takes a 'back to the beginning' view that aims to better understand the end result. What might be the developmental processes that lead to the organization of 'booming, buzzing confusions' into coherent visual objects? This course examines key experimental results and computational proposals pertinent to the discovery of objects in complex visual inputs. The structure of the course is designed to get students to learn and to focus on the genre of study as a whole; to get a feel for how science is done in this field.
关 键 词: 人类认知计算理论; 归纳学习和推理原理; 知识表示; 计算框架; 贝叶斯模型; 分层贝叶斯模型; 概率图模型; 非参数统计模型
课程来源: 麻省理工学院公开课
最后编审: 2017-12-03:cmh
阅读次数: 31