Distributed Video Processing API

Distributed Video Processing API
Algorithm APIs
Pre-Processing Background Subtraction BackgroundSubtractorMOG siat.dpl.BackgroundSubtractorMOG(InputArray frame, OutputArray fgmask, history, varThreshold, bShadowDetection)
BackgroundSubtractorMOG2 siat.dpl.BackgroundSubtractorMOG2(InputArray frame, OutputArray fgmask, history, varThreshold, bShadowDetection)
BackgroundSubtractorGMG siat.dpl.BackgroundSubtractorMOG2(InputArray frame, OutputArray fgmask, MORPH_OPEN, kernel)
Video Enhancement Histogram Equalization siat.dpl.HistogramEqualization(frame)
Edge Detection Sobel operator siat.dpl.SobelOperator(Frame,filter_size,filter_type) //filter_type = Vertical or Horizontal
Laplacian Edge Detection siat.dpl.LaplacianEdgeDetection(Frame,filter_size,filter_type)
Canny Edge Detection siat.dpl.CannyEdgeDetection(Frame,filter_size,filter_type)
Video Encoding MPEG siat.dpl.MPEG(Video)
H264 siat.dpl.H264(Video)
Motion Feature Extraction Lucas-Kanade Optical Flow siat.dpl.calcOpticalFlowPyrLK(FormerFrame, CurrentFrame)
Dense Optical Flow siat.dpl.calcOpticalFlowFarneback(FormerFrame, CurrentFrame)
Object Feature Haar Cascade siat.dpl.HaarCascade(frame)
Frame based Feature Extraction LBP siat.dpl.FeatureExtractor.LBP(frame, neighbor, radius)
SIFT siat.dpl.FeatureExtractor.SIFT(frame)
HOG siat.dpl.FeatureExtractor.HOG(frame)
LTP siat.dpl.FeatureExtractor.LTP(frame, neighbor, radius)
MBP siat.dpl.FeatureExtractor.MBP(frame, neighbor, radius)
Key Frame extraction KeyFrameExtractor_LBP siat.dpl.KeyFrameExtractorLBP(Video)
KeyFrameExtractor_HOG siat.dpl.KeyFrameExtractorHOG(Video)
Dynamic Feature Extraction VLBP siat.dpl.FeatureExtractor.VLBP(FormerFrame, CurrentFrame,NextFrame, neighbor, radius)
VLTP siat.dpl.FeatureExtractor.VLTP(FormerFrame, CurrentFrame,NextFrame, neighbor, radius)
VLGTP siat.dpl.FeatureExtractor.VLGTP(FormerFrame, CurrentFrame,NextFrame, neighbor, radius)
LBP-TOP siat.dpl.FeatureExtractor.LBP_TOP(XY-Planes, YT-Planes, XT-Planes)
LGTP-TOP siat.dpl.FeatureExtractor.LGTP_TOP(XY-Planes, YT-Planes, XT-Planes)