DocumentCode :
750393
Title :
An analog motion field detection chip for image segmentation
Author :
Lei, Ming-Han ; Chiueh, Tzi-Dar
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Volume :
12
Issue :
5
fYear :
2002
fDate :
5/1/2002 12:00:00 AM
Firstpage :
299
Lastpage :
308
Abstract :
We propose an analog integrated circuit to compute the motion field of a time-varying image by means of a multiple-constraint method. The chip converts optical input to an electrical form with an array of on-chip image sensors. A resistive network is used to smooth the input image. The spatial and temporal derivatives of the image are used to compute the optical-flow constraint. An array of motion cells enforce the optical-flow constraints, and two nonlinear resistive networks enforce the smoothness constraint over the optical-flow field. In order to preserve object boundaries, the smoothness constraint must be adjusted according to discontinuities in the optical-flow field and edges in the image. This is achieved by the nonlinear nature of the resistors and by adjusting the conductance of the resistors according to spatial gradients of image intensity. A 32×32 optical-flow based motion field detection chip is fabricated using a 0.5 μm CMOS process. Measurement results show that the proposed IC can compute the optical-flow field in a scene efficiently and correctly so as to facilitate segmentation of moving objects in image sequences
Keywords :
CMOS analogue integrated circuits; CMOS image sensors; arrays; electric admittance; image motion analysis; image segmentation; image sequences; integrated circuit design; object detection; resistors; video signal processing; 0.5 micron; CMOS IC; analog integrated circuit; image segmentation; motion field detection; multiple-constraint method; nonlinear resistive networks; object detection; on-chip image sensors; optical-flow constraint; time-varying image; video signal processing; Analog integrated circuits; Image segmentation; Motion detection; Nonlinear optics; Optical arrays; Optical computing; Optical fiber networks; Optical sensors; Resistors; Sensor arrays;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2002.1003469
Filename :
1003469
Link To Document :
بازگشت