Object Detection in Infrared Images

This paper describes algorithms for detecting and classifying objects such as tanks and trucks in forward-looking infrared (FLIR) imagery. It summarizes research conducted in the course of a two-year project in the areas of image modeling, pre- and post-processing, segmentation, feature extraction, and classification.

[1]  D. Panda Statistical properties of thresholded images , 1978 .

[2]  D. Milgram,et al.  Recursive region extraction , 1979 .

[3]  David L Milgram Region Tracking using Dynamic Programming , 1977 .

[4]  C. Chow,et al.  Automatic boundary detection of the left ventricle from cineangiograms. , 1972, Computers and biomedical research, an international journal.

[5]  Azriel Rosenfeld,et al.  Algorithms and Hardware Technology for Image Recognition , 1976 .

[6]  Azriel Rosenfeld,et al.  Some experiments on variable thresholding , 1979, Pattern Recognit..

[7]  Azriel Rosenfeld,et al.  Thinning Algorithms for Gray-Scale Pictures , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[8]  Z. Vassy,et al.  A Simplified And Fast Version Of The Huockel Operator For Finding Optimal Edges in Pictures , 1975, IJCAI.

[9]  Gilbert B. Shaw Local and regional edge detectors: Some comparisons , 1979 .

[10]  Ronald Bert Ohlander,et al.  Analysis of natural scenes. , 1975 .

[11]  Manfred H. Hueckel A Local Visual Operator Which Recognizes Edges and Lines , 1973, JACM.

[12]  Durga P Panda,et al.  Segmentation of FLIR images by pixel classification , 1977 .

[13]  D. C. Beardslee,et al.  Readings in perception , 1958 .

[14]  Kenneth Abend,et al.  Compound decision procedures for pattern recognition , 1966 .

[15]  Shmuel Peleg Iterative histogram modification. II , 1977 .

[16]  M. Herman,et al.  Clustering edge values for threshold selection , 1979 .

[17]  Larry S. Davis,et al.  A survey of edge detection techniques , 1975 .

[18]  Azriel Rosenfeld,et al.  Fuzzy Digital Topology , 1979, Inf. Control..

[19]  David L. Milgram Constructing trees for region description , 1979 .

[20]  Azriel Rosenfeld,et al.  A Note on the Use of Local MIN and MAX Operations in Digital Picture Processing , 1977 .

[21]  Manfred H. Hueckel An Operator Which Locates Edges in Digitized Pictures , 1971, J. ACM.

[22]  Tsvi Dubitzki,et al.  Statistical analysis of some edge operators , 1979 .