From caff8057d58096245ab84bf040bf20ca04aecd62 Mon Sep 17 00:00:00 2001 From: ZhouYixun <291028775@qq.com> Date: Sat, 1 Oct 2022 02:15:50 +0800 Subject: [PATCH] feat: init_new_package --- pom.xml | 60 +++++++++-- .../cloud/sonic/vision/cv/AKAZEFinder.java | 18 ++-- .../org/cloud/sonic/vision/cv/SIFTFinder.java | 8 +- .../sonic/vision/cv/SimilarityChecker.java | 94 +++++++++--------- .../org/cloud/sonic/vision/cv/TemMatcher.java | 9 +- .../org/cloud/sonic/vision/cv/CVTest.java | 26 ++++- tem.png | Bin 0 -> 82337 bytes test.png | Bin 0 -> 566552 bytes testS.png | Bin 0 -> 565370 bytes 9 files changed, 143 insertions(+), 72 deletions(-) create mode 100644 tem.png create mode 100644 test.png create mode 100644 testS.png diff --git a/pom.xml b/pom.xml index 3330f7a..d94024e 100644 --- a/pom.xml +++ b/pom.xml @@ -85,21 +85,59 @@ 1.5.7 - org.openifx + org.bytedeco + artoolkitplus + + + org.bytedeco + flandmark + + + org.bytedeco + leptonica + + + org.bytedeco + tesseract + + + org.bytedeco + librealsense2 + + + org.bytedeco + librealsense + + + org.bytedeco + libfreenect2 + + + org.bytedeco + libfreenect + + + org.bytedeco + libdc1394 + + + org.bytedeco + flycapture + + + org.openjfx javafx-base + + org.openjfx + javafx-graphics + + + org.openjfx + javafx-graphics + - - org.bytedeco - openblas - 0.3.19-1.5.7 - - - org.bytedeco - opencv - 4.5.5-1.5.7 - org.bytedeco ffmpeg diff --git a/src/main/java/org/cloud/sonic/vision/cv/AKAZEFinder.java b/src/main/java/org/cloud/sonic/vision/cv/AKAZEFinder.java index 583e1ca..d6013c6 100644 --- a/src/main/java/org/cloud/sonic/vision/cv/AKAZEFinder.java +++ b/src/main/java/org/cloud/sonic/vision/cv/AKAZEFinder.java @@ -26,7 +26,6 @@ import org.cloud.sonic.vision.tool.Logger; import java.io.File; -import java.io.IOException; import java.nio.ByteBuffer; import java.nio.FloatBuffer; import java.nio.IntBuffer; @@ -38,7 +37,8 @@ import static org.bytedeco.opencv.global.opencv_calib3d.findHomography; import static org.bytedeco.opencv.global.opencv_core.*; import static org.bytedeco.opencv.global.opencv_flann.FLANN_DIST_HAMMING; -import static org.bytedeco.opencv.global.opencv_imgcodecs.*; +import static org.bytedeco.opencv.global.opencv_imgcodecs.IMREAD_COLOR; +import static org.bytedeco.opencv.global.opencv_imgcodecs.IMREAD_GRAYSCALE; import static org.bytedeco.opencv.global.opencv_imgproc.*; import static org.bytedeco.opencv.helper.opencv_imgcodecs.cvLoadImage; import static org.bytedeco.opencv.helper.opencv_imgcodecs.cvSaveImage; @@ -235,15 +235,17 @@ public static Scalar randColor() { return new Scalar(b, g, r, 0); } - public FindResult getAKAZEFindResult(File temFile, File beforeFile) throws IOException { + public FindResult getAKAZEFindResult(File temFile, File beforeFile, boolean isDelete) { IplImage object = cvLoadImage(temFile.getAbsolutePath(), IMREAD_GRAYSCALE); IplImage image = cvLoadImage(beforeFile.getAbsolutePath(), IMREAD_GRAYSCALE); logger.info("img width:" + image.width()); logger.info("img height:" + image.height()); if (object == null || image == null) { logger.error("read image failed!"); - temFile.delete(); - beforeFile.delete(); + if (isDelete) { + temFile.delete(); + beforeFile.delete(); + } return null; } @@ -337,8 +339,10 @@ public FindResult getAKAZEFindResult(File temFile, File beforeFile) throws IOExc String fileName = "test-output" + File.separator + time + ".jpg"; cvSaveImage(fileName, correspondColor); findResult.setFile(new File(fileName)); - temFile.delete(); - beforeFile.delete(); + if (isDelete) { + temFile.delete(); + beforeFile.delete(); + } return findResult; } } \ No newline at end of file diff --git a/src/main/java/org/cloud/sonic/vision/cv/SIFTFinder.java b/src/main/java/org/cloud/sonic/vision/cv/SIFTFinder.java index 55795c8..6b375d7 100644 --- a/src/main/java/org/cloud/sonic/vision/cv/SIFTFinder.java +++ b/src/main/java/org/cloud/sonic/vision/cv/SIFTFinder.java @@ -36,7 +36,7 @@ public class SIFTFinder { private Logger logger = new Logger(); - public FindResult getSIFTFindResult(File temFile, File beforeFile) throws Exception { + public FindResult getSIFTFindResult(File temFile, File beforeFile, boolean isDelete) throws Exception { Mat image01 = imread(beforeFile.getAbsolutePath()); Mat image02 = imread(temFile.getAbsolutePath()); @@ -102,8 +102,10 @@ public FindResult getSIFTFindResult(File temFile, File beforeFile) throws Except String fileName = "test-output" + File.separator + time + ".jpg"; imwrite(fileName, result); findResult.setFile(new File(fileName)); - temFile.delete(); - beforeFile.delete(); + if (isDelete) { + temFile.delete(); + beforeFile.delete(); + } return findResult; } diff --git a/src/main/java/org/cloud/sonic/vision/cv/SimilarityChecker.java b/src/main/java/org/cloud/sonic/vision/cv/SimilarityChecker.java index 5a249e1..40a7294 100644 --- a/src/main/java/org/cloud/sonic/vision/cv/SimilarityChecker.java +++ b/src/main/java/org/cloud/sonic/vision/cv/SimilarityChecker.java @@ -33,53 +33,53 @@ public class SimilarityChecker { private Logger logger = new Logger(); - public static double getSimilarMSSIMScore(File file1, File file2, Boolean isDelete) { - synchronized (SimilarityChecker.class) { - Mat i1 = imread(file1.getAbsolutePath()); - Mat i2 = imread(file2.getAbsolutePath()); - if (i1.size().get() != i2.size().get()) { - return 0; - } - double C1 = 6.5025, C2 = 58.5225; - int d = opencv_core.CV_32F; - Mat I1 = new Mat(); - Mat I2 = new Mat(); - i1.convertTo(I1, d); - i2.convertTo(I2, d); - Mat I2_2 = I2.mul(I2).asMat(); - Mat I1_2 = I1.mul(I1).asMat(); - Mat I1_I2 = I1.mul(I2).asMat(); - Mat mu1 = new Mat(); - Mat mu2 = new Mat(); - GaussianBlur(I1, mu1, new Size(11, 11), 1.5); - GaussianBlur(I2, mu2, new Size(11, 11), 1.5); - Mat mu1_2 = mu1.mul(mu1).asMat(); - Mat mu2_2 = mu2.mul(mu2).asMat(); - Mat mu1_mu2 = mu1.mul(mu2).asMat(); - Mat sigma1_2 = new Mat(); - Mat sigma2_2 = new Mat(); - Mat sigma12 = new Mat(); - GaussianBlur(I1_2, sigma1_2, new Size(11, 11), 1.5); - sigma1_2 = subtract(sigma1_2, mu1_2).asMat(); - GaussianBlur(I2_2, sigma2_2, new Size(11, 11), 1.5); - sigma2_2 = subtract(sigma2_2, mu2_2).asMat(); - GaussianBlur(I1_I2, sigma12, new Size(11, 11), 1.5); - sigma12 = subtract(sigma12, mu1_mu2).asMat(); - Mat t1, t2, t3; - t1 = add(multiply(2, mu1_mu2), Scalar.all(C1)).asMat(); - t2 = add(multiply(2, sigma12), Scalar.all(C2)).asMat(); - t3 = t1.mul(t2).asMat(); - t1 = add(add(mu1_2, mu2_2), Scalar.all(C1)).asMat(); - t2 = add(add(sigma1_2, sigma2_2), Scalar.all(C2)).asMat(); - t1 = t1.mul(t2).asMat(); - Mat ssim_map = new Mat(); - divide(t3, t1, ssim_map); - Scalar mSsim = mean(ssim_map); - if (isDelete) { - file1.delete(); - file2.delete(); - } - return new BigDecimal((mSsim.get(0) + mSsim.get(1) + mSsim.get(2)) / 3).setScale(2, RoundingMode.DOWN).doubleValue(); + public double getSimilarMSSIMScore(File file1, File file2, Boolean isDelete) { + Mat i1 = imread(file1.getAbsolutePath()); + Mat i2 = imread(file2.getAbsolutePath()); + if (i1.size().get() != i2.size().get()) { + return 0; } + double C1 = 6.5025, C2 = 58.5225; + int d = opencv_core.CV_32F; + Mat I1 = new Mat(); + Mat I2 = new Mat(); + i1.convertTo(I1, d); + i2.convertTo(I2, d); + Mat I2_2 = I2.mul(I2).asMat(); + Mat I1_2 = I1.mul(I1).asMat(); + Mat I1_I2 = I1.mul(I2).asMat(); + Mat mu1 = new Mat(); + Mat mu2 = new Mat(); + GaussianBlur(I1, mu1, new Size(11, 11), 1.5); + GaussianBlur(I2, mu2, new Size(11, 11), 1.5); + Mat mu1_2 = mu1.mul(mu1).asMat(); + Mat mu2_2 = mu2.mul(mu2).asMat(); + Mat mu1_mu2 = mu1.mul(mu2).asMat(); + Mat sigma1_2 = new Mat(); + Mat sigma2_2 = new Mat(); + Mat sigma12 = new Mat(); + GaussianBlur(I1_2, sigma1_2, new Size(11, 11), 1.5); + sigma1_2 = subtract(sigma1_2, mu1_2).asMat(); + GaussianBlur(I2_2, sigma2_2, new Size(11, 11), 1.5); + sigma2_2 = subtract(sigma2_2, mu2_2).asMat(); + GaussianBlur(I1_I2, sigma12, new Size(11, 11), 1.5); + sigma12 = subtract(sigma12, mu1_mu2).asMat(); + Mat t1, t2, t3; + t1 = add(multiply(2, mu1_mu2), Scalar.all(C1)).asMat(); + t2 = add(multiply(2, sigma12), Scalar.all(C2)).asMat(); + t3 = t1.mul(t2).asMat(); + t1 = add(add(mu1_2, mu2_2), Scalar.all(C1)).asMat(); + t2 = add(add(sigma1_2, sigma2_2), Scalar.all(C2)).asMat(); + t1 = t1.mul(t2).asMat(); + Mat ssim_map = new Mat(); + divide(t3, t1, ssim_map); + Scalar mSsim = mean(ssim_map); + if (isDelete) { + file1.delete(); + file2.delete(); + } + double re = new BigDecimal((mSsim.get(0) + mSsim.get(1) + mSsim.get(2)) / 3).setScale(2, RoundingMode.DOWN).doubleValue(); + logger.info("similar rate: " + re); + return re; } } \ No newline at end of file diff --git a/src/main/java/org/cloud/sonic/vision/cv/TemMatcher.java b/src/main/java/org/cloud/sonic/vision/cv/TemMatcher.java index c260788..a08db18 100644 --- a/src/main/java/org/cloud/sonic/vision/cv/TemMatcher.java +++ b/src/main/java/org/cloud/sonic/vision/cv/TemMatcher.java @@ -33,7 +33,7 @@ public class TemMatcher { private Logger logger = new Logger(); - public FindResult getTemMatchResult(File temFile, File beforeFile) throws IOException { + public FindResult getTemMatchResult(File temFile, File beforeFile, boolean isDelete) throws IOException { try { Mat sourceColor = imread(beforeFile.getAbsolutePath()); Mat sourceGrey = new Mat(sourceColor.size(), CV_8UC1); @@ -62,10 +62,13 @@ public FindResult getTemMatchResult(File temFile, File beforeFile) throws IOExce findResult.setX(max.x() + template.cols() / 2); findResult.setY(max.y() + template.rows() / 2); findResult.setFile(new File(fileName)); + logger.info(findResult.toString()); return findResult; } finally { - temFile.delete(); - beforeFile.delete(); + if (isDelete) { + temFile.delete(); + beforeFile.delete(); + } } } diff --git a/src/test/java/org/cloud/sonic/vision/cv/CVTest.java b/src/test/java/org/cloud/sonic/vision/cv/CVTest.java index 8080253..fb50ed7 100644 --- a/src/test/java/org/cloud/sonic/vision/cv/CVTest.java +++ b/src/test/java/org/cloud/sonic/vision/cv/CVTest.java @@ -7,10 +7,34 @@ import java.io.File; public class CVTest { + File tem = new File("tem.png"); + File before = new File("test.png"); + File s = new File("testS.png"); + @Test public void testSift() throws Exception { SIFTFinder siftFinder = new SIFTFinder(); - FindResult findResult = siftFinder.getSIFTFindResult(new File("tem.jpg"), new File("test.jpg")); + FindResult findResult = siftFinder.getSIFTFindResult(tem, before, false); + Assert.assertTrue(findResult != null); + } + + @Test + public void testAkaze() { + AKAZEFinder akazeFinder = new AKAZEFinder(); + FindResult findResult = akazeFinder.getAKAZEFindResult(tem, before, false); + Assert.assertTrue(findResult != null); + } + + @Test + public void testTem() throws Exception { + TemMatcher temMatcher = new TemMatcher(); + FindResult findResult = temMatcher.getTemMatchResult(tem, before, false); Assert.assertTrue(findResult != null); } + + @Test + public void testSimi() { + SimilarityChecker similarityChecker = new SimilarityChecker(); + Assert.assertTrue(similarityChecker.getSimilarMSSIMScore(before, s, false) > 0); + } } diff --git a/tem.png b/tem.png new file mode 100644 index 0000000000000000000000000000000000000000..75041e7ab2b4c1ddb59a6831566cc9d722cbe1da GIT binary patch literal 82337 zcmX_nWl&sA6YlP^zygcAFB%B$&f*fBkOX+Kgy6v~_~HZz5(paH-66QUI|O%k_sdsx z?>$vrPtTnBH!agW&-_qVmB&OULk9o=n2HKAny=Uf005C8D6d*g#BTK~039{ur2wTP z6nn1&853Pw1OGo;DIuQAP z3-f;c?0N+X3mG-7R|NfU?)CG36{i1-egHrr_rHHn>i~cRKv70g>pSq!3)SeuhZ$#9 z#GEV`+!zr-s3EBfYrdhGAWl}clQ@&rQ3@G(Lc_1EO$q^Ep( z`ZYc(fR_5~Kh`S(Y)0u?U-q@%J@}0Pdi!&7a!z~Z9if1;+ujIbwk)cZa3UVA56OSD zAQ_L1hCN(k2HQ$-(`Htw930>Wuck{vFjV|o4M9yPa-F>*M84iQm^l)2LAP!$=Sz2_G1}Wfr2FHYpo8Ds}Czwny6Lj2EEg0#m=8K zO<@zn0e<(;xvRU8+MvD8A?#QmHKjW`|3wpOb*; 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