Programmable imaging: Towards a flexible camera

被引:55
作者
Nayar, Shree K.
Branzoi, Vlad
Boult, Terry E.
机构
[1] Columbia Univ, Dept Comp Sci, New York, NY 10027 USA
[2] Univ Colorado, Dept Comp Sci, Colorado Springs, CO 80933 USA
关键词
programmable imaging; flexible imaging; micro-mirror array; digital micro-mirror device; MEMS; adaptive optics; high dynamic range imaging; optical processing; feature detection; object recognition; field of view; resolution; multi-viewpoint imaging; stereo; catadioptric imaging; wide-angle imaging; purposive camera;
D O I
10.1007/s11263-005-3102-6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we introduce the notion of a programmable imaging system. Such an imaging system provides a human user or a vision system significant control over the radiometric and geometric characteristics of the system. This flexibility is achieved using a programmable array of micro-mirrors. The orientations of the mirrors of the array can be controlled with high precision over space and time. This enables the system to select and modulate rays from the scene's light field based on the needs of the application at hand. We have implemented a programmable imaging system that uses a digital micro-mirror device (DMD), which is used in digital light processing. Although the mirrors of this device can only be positioned in one of two states, we show that our system can be used to implement a wide variety of imaging functions, including, high dynamic range imaging, feature detection, and object recognition. We also describe how a micro-mirror array that allows full control over the orientations of its mirrors can be used to instantly change the field of view and resolution characteristics of the imaging system. We conclude with a discussion on the implications of programmable imaging for computer vision.
引用
收藏
页码:7 / 22
页数:16
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