Multisensor fusion of visual and thermal images for human face identification using different SVM kernels

2012 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2012

Volumn , Issue , 2012, Pages

  Bhowmik, Mrinal Kanti ^a   De, Barin Kumar ^a   Bhattacharjee, Debotosh ^b   Basu, Dipak Kumar ^b   Nasipuri, Mita ^b  

^a TRIPURA UNIVERSITY   (India)

^b JADAVPUR UNIVERSITY   (India)

Author keywords

face identification; Incremental Principal Component Analysis (IPCA); pixel fusion; Support Vector Mechine (SVM); thermal image

Indexed keywords

CLASS LABELS; CLASSIFICATION TASKS; CO-VARIANCE; EIGENVALUE DECOMPOSITION; FACE DATABASE; FACE IDENTIFICATION; FACE IMAGES; FUSED IMAGES; GAUSSIANS; HEAT PATTERNS; HUMAN FACE IDENTIFICATION; ILLUMINATION CHANGES; INCREMENTAL PRINCIPAL COMPONENT ANALYSIS; INFRARED SPECTRUM; IR IMAGERY; LINEAR KERNEL; MULTI-DIMENSIONAL SPACE; MULTICLASS SVM; OPTIMIZATION METHOD; PIXEL INFORMATION; ROBUST SOLUTIONS; SUPPORT VECTOR; SURROUNDING ENVIRONMENT; TEMPERATURE CHANGES; THERMAL IMAGES; THERMAL SPECTRA; VISUAL IMAGE; VISUAL IMAGERY;

EIGENVALUES AND EIGENFUNCTIONS; FACE RECOGNITION; PIXELS; PRINCIPAL COMPONENT ANALYSIS; SUPPORT VECTOR MACHINES;

IMAGE FUSION;

EID: 84864272319     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/LISAT.2012.6223195     Document Type: Conference Paper

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