/*
* 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.alg.feature.describe;
import boofcv.abst.filter.blur.BlurFilter;
import boofcv.alg.feature.describe.brief.BinaryCompareDefinition_I32;
import boofcv.core.image.GeneralizedImageOps;
import boofcv.struct.feature.TupleDesc_B;
import boofcv.struct.image.ImageGray;
/**
* <p>
* BRIEF: Binary Robust Independent Elementary Features. [1] Invariance: light. Fast to compute
* and to compare feature descriptions. A variant on {@link DescribePointBinaryCompare} where the descriptor
* is computed from a single, randomly generated {@link BinaryCompareDefinition_I32 definition} after the image
* has been blurred.
* </p>
*
* <p>
* [1] Michael Calonder, Vincent Lepetit, Christoph Strecha, and Pascal Fua. "BRIEF: Binary Robust Independent Elementary
* Features" in European Conference on Computer Vision, September 2010.
* </p>
*
* @author Peter Abeles
*/
public class DescribePointBrief<T extends ImageGray> {
// blurs the image prior to sampling
protected BlurFilter<T> filterBlur;
// blurred image
protected T blur;
// computes the binary feature description
protected DescribePointBinaryCompare<T> describe;
public DescribePointBrief(DescribePointBinaryCompare<T> describe, BlurFilter<T> filterBlur) {
this.filterBlur = filterBlur;
this.describe = describe;
Class<T> imageType = filterBlur.getInputType().getImageClass();
blur = GeneralizedImageOps.createSingleBand(imageType, 1, 1);
}
/**
* Function which creates a description of the appropriate size.
*
* @return Creates a bew description.
*/
public TupleDesc_B createFeature() {
return new TupleDesc_B(describe.getDefinition().getLength());
}
/**
* Specifies the image from which feature descriptions are to be created.
*
* @param image Image being examined.
*/
public void setImage(T image) {
blur.reshape(image.width,image.height);
filterBlur.process(image,blur);
describe.setImage(image);
}
/**
* Computes the descriptor at the specified point. If the region go outside of the image then a description
* will not be made.
*
* @param c_x Center of region being described.
* @param c_y Center of region being described.
* @param feature Where the descriptor is written to.
*/
public void process( double c_x , double c_y , TupleDesc_B feature ) {
describe.process((int)c_x,(int)c_y,feature);
}
public BinaryCompareDefinition_I32 getDefinition() {
return describe.getDefinition();
}
}