| 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) |
