--- /dev/null
+/*
+ * BlackPointEstimator.cpp
+ * zxing
+ *
+ * Created by Christian Brunschen on 12/05/2008.
+ * Copyright 2008 Google UK. All rights reserved.
+ *
+ * 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.
+ */
+
+#include "BlackPointEstimator.h"
+#include "IllegalArgumentException.h"
+
+using namespace std;
+
+namespace common {
+
+ size_t BlackPointEstimator::estimate(valarray<int> &histogram) {
+
+ size_t numBuckets = histogram.size();
+
+ // Find tallest peak in histogram
+ size_t firstPeak = 0;
+ int firstPeakSize = 0;
+ for (size_t i = 0; i < numBuckets; i++) {
+ if (histogram[i] > firstPeakSize) {
+ firstPeak = i;
+ firstPeakSize = histogram[i];
+ }
+ }
+
+ // Find second-tallest peak -- well, another peak that is tall and not
+ // so close to the first one
+ size_t secondPeak = 0;
+ int secondPeakScore = 0;
+ for (size_t i = 0; i < numBuckets; i++) {
+ int distanceToBiggest = i - firstPeak;
+ // Encourage more distant second peaks by multiplying by square of distance
+ int score = histogram[i] * distanceToBiggest * distanceToBiggest;
+ if (score > secondPeakScore) {
+ secondPeak = i;
+ secondPeakScore = score;
+ }
+ }
+
+ // Put firstPeak first
+ if (firstPeak > secondPeak) {
+ int temp = firstPeak;
+ firstPeak = secondPeak;
+ secondPeak = temp;
+ }
+
+ // Kind of aribtrary; if the two peaks are very close, then we figure there is so little
+ // dynamic range in the image, that discriminating black and white is too error-prone.
+ // Decoding the image/line is either pointless, or may in some cases lead to a false positive
+ // for 1D formats, which are relatively lenient.
+ // We arbitrarily say "close" is "<= 1/16 of the total histogram buckets apart"
+ if (secondPeak - firstPeak <= histogram.size() >> 4) {
+ throw new IllegalArgumentException
+ ("Too little dynamic range in luminance");
+ }
+
+ // Find a valley between them that is low and closer to the white peak
+ size_t bestValley = secondPeak - 1;
+ int bestValleyScore = -1;
+ for (size_t i = secondPeak - 1; i > firstPeak; i--) {
+ int fromFirst = i - firstPeak;
+ // Favor a "valley" that is not too close to either peak -- especially not the black peak --
+ // and that has a low value of course
+ int score = fromFirst * fromFirst * (secondPeak - i) * (256 - histogram[i]);
+ if (score > bestValleyScore) {
+ bestValley = i;
+ bestValleyScore = score;
+ }
+ }
+
+ return bestValley;
+ }
+
+}