Title :
Integrated analysis of thermal and visual images for scene interpretation
Author :
Nandhakumar, N. ; Aggarwal, J.K.
Author_Institution :
Coll. of Eng., Texas Univ., Austin, TX, USA
fDate :
7/1/1988 12:00:00 AM
Abstract :
An approach for computer perception of outdoor scenes is presented. The approach is based on integrating information extracted from thermal images and visual images, which provides information not available by processing either type of image alone. The thermal image is analyzed to provide estimates of surface temperature. The visual image provides surface absorptivity and relative orientation. These parameters are used together to provide estimates of heat fluxes at the surfaces of viewed objects. The thermal behavior of scene objects is described in terms of surface heat fluxes. Features based on estimated values of surface heat fluxes are shown to be more meaningful and specific in distinguishing scene components
Keywords :
computerised pattern recognition; computerised picture processing; infrared imaging; IR imaging; computerised pattern recognition; computerised picture processing; heat fluxes; relative orientation; scene interpretation; surface absorptivity; surface temperature; thermal images; visual images; Cameras; Computer vision; Data mining; Heat transfer; Image analysis; Image resolution; Infrared imaging; Layout; Temperature; Yield estimation;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on