private int[] getHashes(LireFeature feature) {
// result = new int[maximumHits];
hashingResultScoreDocs.clear();
maxDistance = 0f;
tmpScore = 0f;
int rep = 0;
LireFeature tmpFeature;
for (Iterator<LireFeature> iterator = representatives.iterator(); iterator.hasNext(); ) {
tmpFeature = iterator.next();
tmpScore = tmpFeature.getDistance(feature);
if (hashingResultScoreDocs.size() < maximumHits) {
hashingResultScoreDocs.add(new SimpleResult(tmpScore, null, rep));
maxDistance = Math.max(maxDistance, tmpScore);
} else if (tmpScore < maxDistance) {
hashingResultScoreDocs.add(new SimpleResult(tmpScore, null, rep));
}
while (hashingResultScoreDocs.size() > maximumHits) {
hashingResultScoreDocs.remove(hashingResultScoreDocs.last());
maxDistance = hashingResultScoreDocs.last().getDistance();
}
rep++;
}
rep = 0;
for (Iterator<SimpleResult> iterator = hashingResultScoreDocs.iterator();
iterator.hasNext(); ) {
SimpleResult next = iterator.next();
result[rep] = next.getIndexNumber();
rep++;
}
return result;
}
public LocalFeatureExtractor extractLocalFeatures(
BufferedImage image, LocalFeatureExtractor localFeatureExtractor) {
assert (image != null);
// Scaling image is especially with the correlogram features very important!
// All images are scaled to guarantee a certain upper limit for indexing.
if (Math.max(image.getHeight(), image.getWidth()) > DocumentBuilder.MAX_IMAGE_DIMENSION) {
image = ImageUtils.scaleImage(image, DocumentBuilder.MAX_IMAGE_DIMENSION);
}
localFeatureExtractor.extract(image);
return localFeatureExtractor;
}
private void readIndexInputFullyWithRandomSeeks(IndexInput indexInput) throws IOException {
BytesRef ref = new BytesRef(scaledRandomIntBetween(1, 1024));
long pos = 0;
while (pos < indexInput.length()) {
assertEquals(pos, indexInput.getFilePointer());
int op = random().nextInt(5);
if (op == 0) {
int shift = 100 - randomIntBetween(0, 200);
pos = Math.min(indexInput.length() - 1, Math.max(0, pos + shift));
indexInput.seek(pos);
} else if (op == 1) {
indexInput.readByte();
pos++;
} else {
int min = (int) Math.min(indexInput.length() - pos, ref.bytes.length);
indexInput.readBytes(ref.bytes, ref.offset, min);
pos += min;
}
}
}