Learning a Family of Detectors via Multiplicative Kernels - Quan Yuan; Thangali, Ashwin; Ablavsky, Vitaly; Sclaroff, Stan (IEEE transactions on pattern analysis and machine intelligence, 2011)
Keywords: Algorithms; Applied sciences; Artificial Intelligence; Classification; Computer science; control theory; systems; Computer Simulation; Detectors; Exact sciences and technology; Humans; Image Enhancement - methods; Image Interpretation, Computer-Assisted - instrumentation; Imaging, Three-Dimensional - instrumentation; Kernel; kernel methods; Learning; Markov Chains; Mathematical models; Motion; Motor Vehicles; Numerical Analysis, Computer-Assisted - instrumentation; Object detection; Object recognition; Object segmentation; object tracking; Pattern Recognition, Automated - methods; Pattern recognition. Digital image processing. Computational geometry; Phantoms, Imaging; pose estimation; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique - instrumentation; Support vector machine classification; Support vector machines; Tasks; Tracking; Training; Vehicle detection; Vehicles; Video sequences; Computer vision; Target tracking; Tracking; Segmentation; Mask; Pattern recognition; Object recognition; Modeling; Kernel method; Posture; Kernel function; Surveillance; Image sequence; Scene analysis; Facies; Object detection; pose estimation; Vector support machine; kernel methods; object tracking; Moving body