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boofcv.abst.flow.FlowBlock_to_DenseOpticalFlow Maven / Gradle / Ivy
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BoofCV is an open source Java library for real-time computer vision and robotics applications.
/*
* Copyright (c) 2011-2016, Peter Abeles. All Rights Reserved.
*
* This file is part of BoofCV (http://boofcv.org).
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package boofcv.abst.flow;
import boofcv.alg.flow.DenseOpticalFlowBlockPyramid;
import boofcv.alg.flow.UtilDenseOpticalFlow;
import boofcv.struct.flow.ImageFlow;
import boofcv.struct.image.ImageGray;
import boofcv.struct.image.ImageType;
import boofcv.struct.pyramid.ImagePyramid;
/**
* Wrapper around {@link boofcv.alg.flow.DenseOpticalFlowBlockPyramid} for {@link boofcv.abst.flow.DenseOpticalFlow}.
*
* @author Peter Abeles
*/
public class FlowBlock_to_DenseOpticalFlow
implements DenseOpticalFlow
{
DenseOpticalFlowBlockPyramid flowAlg;
// width and height of input image. used to see if anything changes
int width = -1;
int height = -1;
// relative change in scale between pyramid layers
double scale;
// maximum number of layers in the pyramid
int maxLayers;
ImagePyramid pyramidSrc;
ImagePyramid pyramidDst;
ImageType imageType;
public FlowBlock_to_DenseOpticalFlow(DenseOpticalFlowBlockPyramid flowAlg,
double scale,
int maxLayers,
Class imageType) {
this.flowAlg = flowAlg;
this.scale = scale;
this.maxLayers = maxLayers;
this.imageType = ImageType.single(imageType);
}
@Override
public void process(T source, T destination, ImageFlow flow) {
if( width != source.width || height != source.height ) {
width = source.width;
height = source.height;
int minSize = (2*(flowAlg.getRegionRadius() + flowAlg.getRegionRadius()+1) + 1);
// apply no blur to the layers. If the user wants a blurred image they can blur it themselves
pyramidSrc = UtilDenseOpticalFlow.standardPyramid(source.width,source.height,scale,0,
minSize,maxLayers,source.getImageType().getImageClass());
pyramidDst = UtilDenseOpticalFlow.standardPyramid(source.width,source.height,scale,0,
minSize,maxLayers,source.getImageType().getImageClass());
}
pyramidSrc.process(source);
pyramidDst.process(destination);
flowAlg.process(pyramidSrc,pyramidDst);
flow.setTo(flowAlg.getOpticalFlow());
}
@Override
public ImageType getInputType() {
return imageType;
}
}
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