想读《Vision》《北大清华联手开设通用AI实验班,「顶级AI科学家」朱松纯领衔》.
值得一提的是,Marr 在1978 年冬诊断得了急性白血病,在得知来日无多后,Marr就赶紧整理了这本书,去世时年仅35岁。
朱松纯和同事在这本书上花了8年时间,把 Marr 提出的早期视觉概念, 包括纹理 、图像基元以及原始简约图等转换成了一个统一的数理模型。
https://www.theatlantic.com/technology/archive/2012/11/noam-chomsky-on-where-artificial-intelligence-went-wrong/261637/
Book
Vision
Douban
David Marr
publishing house:
The MIT Press
2010
- 7
David Marr's posthumously published Vision (1982) influenced a generation of brain and cognitive scientists, inspiring many to enter the field. In Vision, Marr describes a general framework for understanding visual perception and touches on broader questions about how the brain and its functions can be studied and understood. Researchers from a range of brain and cognitive sciences have long valued Marr's creativity, intellectual power, and ability to integrate insights and data from neuroscience, psychology, and computation. This MIT Press edition makes Marr's influential work available to a new generation of students and scientists. In Marr's framework, the process of vision constructs a set of representations, starting from a description of the input image and culminating with a description of three-dimensional objects in the surrounding environment. A central theme, and one that has had far-reaching influence in both neuroscience and cognitive science, is the notion of different levels of analysis--in Marr's framework, the computational level, the algorithmic level, and the hardware implementation level. Now, thirty years later, the main problems that occupied Marr remain fundamental open problems in the study of perception. Vision provides inspiration for the continuing efforts to integrate knowledge from cognition and computation to understand vision and the brain.