/* * Copyright (c) 2011-2015, 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.background.stationary; import boofcv.alg.background.BackgroundAlgorithmBasic; import boofcv.alg.background.BackgroundModelStationary; import boofcv.struct.image.ImageBase; import boofcv.struct.image.ImageType; /** * <p>Implementation of {@link BackgroundAlgorithmBasic} for stationary images.</p> * * @see BackgroundAlgorithmBasic * @see BackgroundModelStationary * * @author Peter Abeles */ public abstract class BackgroundStationaryBasic<T extends ImageBase> extends BackgroundModelStationary<T> implements BackgroundAlgorithmBasic { /** * Specifies how fast it will adapt. 0 to 1, inclusive. 0 = static 1.0 = instant. */ protected float learnRate; /** * Threshold for classifying a pixel as background or not. If euclidean distance less than or equal to this value * it is background. */ protected float threshold; /** * Configures background model * * @param learnRate learning rate, 0 to 1. 0 = fastest and 1 = slowest. * @param threshold Euclidean distance threshold. Background is ≤ this value * @param imageType Type of input image */ public BackgroundStationaryBasic(float learnRate, float threshold, ImageType<T> imageType) { super(imageType); if( learnRate < 0 || learnRate > 1f ) throw new IllegalArgumentException("LearnRate must be 0 <= rate <= 1.0f"); this.learnRate = learnRate; this.threshold = threshold; } @Override public float getLearnRate() { return learnRate; } @Override public void setLearnRate(float learnRate) { this.learnRate = learnRate; } @Override public float getThreshold() { return threshold; } @Override public void setThreshold(float threshold) { this.threshold = threshold; } }