Research of robust feature detector efficiency in case of scene uneven illumination changes

Paper is focused on problem of robust feature detector performance in case when intensity distribution is uneven over image. Results of feature detector simulation in case of various intensity changes, equations for estimation rate of false alarms and probability of correct detection are presented in paper.Paper is focused on problem of robust feature detector performance in case when intensity distribution is uneven over image. Results of feature detector simulation in case of various intensity changes, equations for estimation rate of false alarms and probability of correct detection are presented in paper.

[1]  Leonardo Trujillo,et al.  Automated Design of Image Operators that Detect Interest Points , 2008, Evolutionary Computation.

[2]  Luc Van Gool,et al.  SURF: Speeded Up Robust Features , 2006, ECCV.

[3]  Konstantin Rumyantsev,et al.  Analysis of the Effectiveness of the Robust Contrast Feature Detector , 2017, 2017 2nd International Conference on Multimedia and Image Processing (ICMIP).

[4]  Danilo Orlando,et al.  A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference— Part II: Detectors Design , 2015, IEEE Transactions on Signal Processing.

[5]  A. P. Pljonkin,et al.  Features of the Photon Pulse Detection Algorithm in the Quantum Key Distribution System , 2017, ICCSP '17.

[6]  Konstantin Rumyantsev,et al.  An analysis of feature detection efficiency on images with a priori unknown and changing viewing conditions , 2016, 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV).

[7]  Konstantin E. Rumyantsev,et al.  Self-phase modulation based chirp generator , 2016, 2016 IEEE Radar Conference (RadarConf).

[8]  Dmitry Petrov,et al.  Robust algorithm for detection of image features , 2016, 2016 IEEE East-West Design & Test Symposium (EWDTS).

[9]  Louis L. Scharf,et al.  Matched subspace detectors , 1994, IEEE Trans. Signal Process..

[10]  Danilo Orlando,et al.  A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference— Part I: On the Maximal Invariant Statistic , 2015, IEEE Transactions on Signal Processing.

[11]  Petrov Dmitry,et al.  Detection of feature points on the three-dimensional scene under varying conditions of observation , 2015, 2015 34th Chinese Control Conference (CCC).