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Integrated Analysis of Thermal and Visual Images for Scene Interpretation
July 1988 (vol. 10 no. 4)
pp. 469-481

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.

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Index Terms:
IR imaging; computerised picture processing; computerised pattern recognition; visual images; scene interpretation; thermal images; surface temperature; surface absorptivity; relative orientation; heat fluxes; computerised pattern recognition; computerised picture processing; infrared imaging
Citation:
N. Nandhakumar, J.K. Aggarwal, "Integrated Analysis of Thermal and Visual Images for Scene Interpretation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 10, no. 4, pp. 469-481, July 1988, doi:10.1109/34.3911
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