| /* |
| * Licensed to the Apache Software Foundation (ASF) under one or more |
| * contributor license agreements. See the NOTICE file distributed with |
| * this work for additional information regarding copyright ownership. |
| * The ASF licenses this file to You 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 org.apache.tika.parser.ocr; |
| |
| import java.awt.image.BufferedImage; |
| import java.io.IOException; |
| import java.io.Serializable; |
| import java.nio.file.Path; |
| import java.util.Arrays; |
| import java.util.Collection; |
| import java.util.Collections; |
| import java.util.List; |
| import java.util.Locale; |
| import java.util.stream.Stream; |
| import javax.imageio.ImageIO; |
| |
| import org.apache.commons.exec.CommandLine; |
| import org.apache.commons.exec.DefaultExecutor; |
| import org.slf4j.Logger; |
| import org.slf4j.LoggerFactory; |
| |
| import org.apache.tika.metadata.Metadata; |
| import org.apache.tika.parser.ocr.tess4j.ImageDeskew; |
| import org.apache.tika.utils.SystemUtils; |
| |
| class ImagePreprocessor implements Serializable { |
| |
| private static final Logger LOG = LoggerFactory.getLogger(ImagePreprocessor.class); |
| private static final double MINIMUM_DESKEW_THRESHOLD = 1.0D; |
| |
| private final String fullImageMagickPath; |
| |
| ImagePreprocessor(String fullImageMagickPath) { |
| this.fullImageMagickPath = fullImageMagickPath; |
| } |
| |
| |
| //this assumes that image magick is available |
| void process(Path sourceFile, Path targFile, Metadata metadata, TesseractOCRConfig config) |
| throws IOException { |
| |
| |
| double angle = config.isApplyRotation() ? getAngle(sourceFile, metadata) : 0d; |
| |
| if (config.isEnableImagePreprocessing() || config.isApplyRotation() && angle != 0) { |
| // process the image - parameter values can be set in TesseractOCRConfig.properties |
| CommandLine commandLine = new CommandLine(fullImageMagickPath); |
| if (SystemUtils.IS_OS_WINDOWS) { |
| commandLine.addArgument("convert"); |
| } |
| |
| // Arguments for ImageMagick |
| final List<String> density = |
| Arrays.asList("-density", Integer.toString(config.getDensity())); |
| final List<String> depth = Arrays.asList("-depth", Integer.toString(config.getDepth())); |
| final List<String> colorspace = Arrays.asList("-colorspace", config.getColorspace()); |
| final List<String> filter = Arrays.asList("-filter", config.getFilter()); |
| final List<String> resize = Arrays.asList("-resize", config.getResize() + "%"); |
| final List<String> rotate = Arrays.asList("-rotate", Double.toString(-angle)); |
| final List<String> sourceFileArg = |
| Collections.singletonList(sourceFile.toAbsolutePath().toString()); |
| final List<String> targFileArg = |
| Collections.singletonList(targFile.toAbsolutePath().toString()); |
| |
| Stream<List<String>> stream = Stream.empty(); |
| if (angle == 0) { |
| if (config.isEnableImagePreprocessing()) { |
| // Do pre-processing, but don't do any rotation |
| stream = Stream.of(density, depth, colorspace, filter, resize, sourceFileArg, |
| targFileArg); |
| } |
| } else if (config.isEnableImagePreprocessing()) { |
| // Do pre-processing with rotation |
| stream = |
| Stream.of(density, depth, colorspace, filter, resize, rotate, sourceFileArg, |
| targFileArg); |
| |
| } else if (config.isApplyRotation()) { |
| // Just rotation |
| stream = Stream.of(rotate, sourceFileArg, targFileArg); |
| } |
| final String[] args = stream.flatMap(Collection::stream).toArray(String[]::new); |
| commandLine.addArguments(args, true); |
| DefaultExecutor executor = new DefaultExecutor(); |
| try { |
| executor.execute(commandLine); |
| } catch (SecurityException e) { |
| throw e; |
| } catch (Exception e) { |
| LOG.warn("ImageMagick failed (commandline: " + commandLine + ")", e); |
| } |
| metadata.add(TesseractOCRParser.IMAGE_MAGICK, "true"); |
| } |
| } |
| |
| /** |
| * Get the current skew angle of the image. Positive = clockwise; Negative = counter-clockwise |
| */ |
| private double getAngle(Path sourceFile, Metadata metadata) throws IOException { |
| BufferedImage bi = ImageIO.read(sourceFile.toFile()); |
| ImageDeskew id = new ImageDeskew(bi); |
| double angle = id.getSkewAngle(); |
| |
| if (angle < MINIMUM_DESKEW_THRESHOLD && angle > -MINIMUM_DESKEW_THRESHOLD) { |
| LOG.debug("Changing angle " + angle + " to 0.0"); |
| angle = 0d; |
| } else { |
| metadata.add(TesseractOCRParser.IMAGE_ROTATION, |
| String.format(Locale.getDefault(), "%.3f", angle)); |
| } |
| |
| return angle; |
| } |
| |
| |
| } |