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Java调用C++动态库DLL实现图像处理

作者:颇有几分姿色

这篇文章主要为大家详细介绍了Java如何调用C++动态库DLL实现有图像有实体处理,文中的示例代码讲解详细,感兴趣的小伙伴可以了解下

前言

相关:Java 调用 C++ 动态库(DLL)完整实践:无图像无实体处理场景

这里主要介绍如何通过 JNI(Java Native Interface)在 Java 中调用一个用 C++ 编写的校色算法库。不涉及图像和 java 实体处理。环境如下:

一、整体目标

Java 端通过 JNI 调用算法提供的动态库,实现图像缺色偏色检测功能。为了方便,我把所有的依赖库都放在了 jdk 的 bin 目录,这样我在调用的时候只需要导入我的自己生成的 jni 库就可以,如果需要频繁切换 jdk,那建议自己配置 java.library.path 或将依赖库放到独立目录中 ,处理好动态库的依赖关系即可。

二、准备工作

1. C++ 头文件(API 定义)

这是算法的头文件,jni 层需要根据他的方法调用即可。建议和 java 的方法保持一致,不保持一致也可以,自己在 jni 层处理好就可以。

头文件方法定义:

 //  版本号
 COLORCAST_API int ColorCastGetVersion(char* pOutBuf, int nOutBufSize);

 COLORCAST_API ColorCastResults analyzeImageColorCast(
     unsigned char* pData, int pw, int ph, int pchannels,
     double skin_ratio_threshold = 0.1, double C_threshold = 20.0,
     double Red_threshold = 18.0, double Green_threshold = 5.0,
     double Yellow_threshold = 30.0, double Blue_threshold = 5.0,
     double face_threshold = 0.5);

 COLORCAST_API ContrastColorCastResults contrastImageColorCast(
     unsigned char* tData, int tw, int th, int tchannels,
     unsigned char* pData, int pw, int ph, int pchannels,
     int YCrCb_cbmax = 125,
     int ROIwidthDiv = 6,
     int ROIheightDiv = 100,
     double USwidthRatio = 0.5,
     double USheightRatio = 0.01
 );

结构头文件:

// 偏色对比结果(双图比对)
struct ContrastColorCastResults {

    // 红色比对色偏指数
    double Red_Contrast = 999;
    // 绿色比对色偏指数
    double Green_Contrast = 999;
    // 黄色比对色偏指数
    double Yellow_Contrast = 999;
    // 蓝色比对色偏指数
    double Blue_Contrast = 999;
    // ROI偏色占比
    double ColorCast_ratio = 999;
};

2. Java 接口类定义

这里示例图像的三种传输方式:

package com.emp.empxmrz.util;

import io.swagger.v3.oas.annotations.media.Schema;
import lombok.Data;

/***
 * @title
 * @author shijiangyong
 * @date 2025/8/27 11:23
 **/
public class ColorCastDetExampleJni {
    static {
        System.loadLibrary("ColorCastDetExampleJni");
    }

    // 获取版本号
    public static native int getVersion(byte[] buffer, int bufSize);

    // 对比图偏色检测
    // 传图片数据,处理成BGR格式
    public static native ColorCastDetExampleJni.ContrastColorCastResults contrastImageColorCast(
            byte[] tData, int tw, int th, int tchannels,
            byte[] photoData, int pw, int ph, int pchannels,
            int yCrCbCbmax, int roiWidthDiv, int roiHeightDiv,
            double usWidthRatio, double usHeightRatio
    );

    // 传原图片数据,不转格式
    public static native ColorCastDetExampleJni.ContrastColorCastResults contrastImageColorCastOri(
            byte[] tData,
            byte[] photoData,
            int yCrCbCbmax, int roiWidthDiv, int roiHeightDiv,
            double usWidthRatio, double usHeightRatio
    );

    // 传图片本地路径
    public static native ColorCastDetExampleJni.ContrastColorCastResults contrastImageColorCastByPath(
            String tData,
            String photoData,
            int yCrCbCbmax, int roiWidthDiv, int roiHeightDiv,
            double usWidthRatio, double usHeightRatio
    );

    @Data
    public static class ContrastColorCastResults {
        @Schema(description = "红色比对偏色指数")
        public double redContrast;

        @Schema(description = "绿色比对偏色指数")
        public double greenContrast;

        @Schema(description = "黄色比对偏色指数")
        public double yellowContrast;

        @Schema(description = "蓝色比对偏色指数")
        public double blueContrast;

        @Schema(description = "ROI区域偏色占比")
        public double colorCastRatio;
    }
}

三、生成 JNI 头文件

javah -classpath target/classes -d src/main/jni com.emp.empxmrz.util.ColorCastDetExampleJni

这会生成 com_emp_empxmrz_util_ColorCastDetExampleJni.h 和 com_emp_empxmrz_util_ColorCastDetExampleJni_ContrastColorCastResults.h,它定义了 JNI 接口供 C++ 实现。生成之后不能随便移动类的位置或修改包名、类名等,如果必须调整的话,需要重新生成。

生成的头文件大概如下:

/* DO NOT EDIT THIS FILE - it is machine generated */
#include <jni.h>
/* Header for class com_emp_empxmrz_util_ColorCastDetExampleJni */

#ifndef _Included_com_emp_empxmrz_util_ColorCastDetExampleJni
#define _Included_com_emp_empxmrz_util_ColorCastDetExampleJni
#ifdef __cplusplus
extern "C" {
#endif
/*
 * Class:     com_emp_empxmrz_util_ColorCastDetExampleJni
 * Method:    getVersion
 * Signature: ([BI)I
 */
JNIEXPORT jint JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_getVersion
  (JNIEnv *, jclass, jbyteArray, jint);

/*
 * Class:     com_emp_empxmrz_util_ColorCastDetExampleJni
 * Method:    contrastImageColorCast
 * Signature: ([BIII[BIIIIIIDD)Lcom/emp/empxmrz/util/ColorCastDetExampleJni/ContrastColorCastResults;
 */
JNIEXPORT jobject JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCast
  (JNIEnv *, jclass, jbyteArray, jint, jint, jint, jbyteArray, jint, jint, jint, jint, jint, jint, jdouble, jdouble);

/*
 * Class:     com_emp_empxmrz_util_ColorCastDetExampleJni
 * Method:    contrastImageColorCastOri
 * Signature: ([B[BIIIDD)Lcom/emp/empxmrz/util/ColorCastDetExampleJni/ContrastColorCastResults;
 */
JNIEXPORT jobject JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCastOri
  (JNIEnv *, jclass, jbyteArray, jbyteArray, jint, jint, jint, jdouble, jdouble);

/*
 * Class:     com_emp_empxmrz_util_ColorCastDetExampleJni
 * Method:    contrastImageColorCastByPath
 * Signature: (Ljava/lang/String;Ljava/lang/String;IIIDD)Lcom/emp/empxmrz/util/ColorCastDetExampleJni/ContrastColorCastResults;
 */
JNIEXPORT jobject JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCastByPath
  (JNIEnv *, jclass, jstring, jstring, jint, jint, jint, jdouble, jdouble);

#ifdef __cplusplus
}
#endif
#endif

四、JNI 实现(C++)

这是 jni 的头文件实现,因为我是要调用多个算法,所以使用 vs 创建了一个解决方案,里面创建了多个项目,每个项目都是一种算法的 jni 层,根据自己的实际情况操作就可以,实现类中需要包含算法头文件和 jni 头文件,java实体的头文件不用添加。项目结构大致如下:

cpp 完整代码如下:

#include "ColorCast.h"
#include "com_emp_empxmrz_util_ColorCastDetExampleJni.h"

#include <iostream>
#include <stdexcept>
#include <string>
#include <opencv2/core.hpp>
#include <opencv2/imgcodecs.hpp>

void native_log(const std::string& message) {
    std::cerr << "[NativeLog] " << message << std::endl;
}

void throwJavaException(JNIEnv* env, const char* message) {
    jclass exceptionCls = env->FindClass("java/lang/RuntimeException");
    if (exceptionCls != nullptr) {
        env->ThrowNew(exceptionCls, message);
    }
}

void throwIllegalArgument(JNIEnv* env, const char* message) {
    jclass exClass = env->FindClass("java/lang/IllegalArgumentException");
    if (exClass != nullptr) {
        env->ThrowNew(exClass, message);
    }
}

JNIEXPORT jint JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_getVersion(JNIEnv* env, jobject obj, jbyteArray buffer, jint bufSize) {
    try {
        jboolean isCopy = JNI_FALSE;
        jbyte* bufPtr = env->GetByteArrayElements(buffer, &isCopy);
        if (bufPtr == nullptr) {
            throwJavaException(env, "Failed to get buffer pointer");
            return 0;
        }

        // 写入版本号
        int len = ColorCastGetVersion(reinterpret_cast<char*>(bufPtr), static_cast<int>(bufSize));

        // 写成功,手动同步数据回 Java
        env->ReleaseByteArrayElements(buffer, bufPtr, 0);

        return len; 
    }
    catch (const std::exception& e) {
        native_log(e.what());
        throwJavaException(env, e.what());
        return 0;
    }
}


// 构造 ContrastColorCastResults Java 对象
jobject createContrastColorCastResults(JNIEnv* env, const ContrastColorCastResults& result) {
    jclass cls = env->FindClass("com/emp/empxmrz/util/ColorCastDetJni$ContrastColorCastResults");
    if (cls == nullptr) {
        throwJavaException(env, "Failed to find ContrastColorCastResults class");
        return nullptr;
    }
    jmethodID constructor = env->GetMethodID(cls, "<init>", "()V");
    if (constructor == nullptr) {
        throwJavaException(env, "Failed to get constructor for ContrastColorCastResults");
        return nullptr;
    }
    jobject obj = env->NewObject(cls, constructor);

    env->SetDoubleField(obj, env->GetFieldID(cls, "redContrast", "D"), result.Red_Contrast);
    env->SetDoubleField(obj, env->GetFieldID(cls, "greenContrast", "D"), result.Green_Contrast);
    env->SetDoubleField(obj, env->GetFieldID(cls, "yellowContrast", "D"), result.Yellow_Contrast);
    env->SetDoubleField(obj, env->GetFieldID(cls, "blueContrast", "D"), result.Blue_Contrast);
    env->SetDoubleField(obj, env->GetFieldID(cls, "colorCastRatio", "D"), result.ColorCast_ratio);

    return obj;
}




JNIEXPORT jobject JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCast
(JNIEnv* env, jobject obj,
    jbyteArray templateData, jint tw, jint th, jint tchannels,
    jbyteArray photoData, jint pw, jint ph, jint pchannels,
    jint cbmax, jint roiWidthDiv, jint roiHeightDiv,
    jdouble usWidthRatio, jdouble usHeightRatio) {
    try {
        jbyte* tData = env->GetByteArrayElements(templateData, nullptr);
        jbyte* pData = env->GetByteArrayElements(photoData, nullptr);

        ContrastColorCastResults result = contrastImageColorCast(
            reinterpret_cast<unsigned char*>(tData), tw, th, tchannels,
            reinterpret_cast<unsigned char*>(pData), pw, ph, pchannels,
            cbmax, roiWidthDiv, roiHeightDiv, usWidthRatio, usHeightRatio
        );

        env->ReleaseByteArrayElements(templateData, tData, 0);
        env->ReleaseByteArrayElements(photoData, pData, 0);

        // 将 ContrastColorCastResults 映射到 Java 对象
        return createContrastColorCastResults(env, result);

    }
    catch (const std::exception& e) {
        native_log(e.what());
        throwJavaException(env, e.what());
        return nullptr;
    }
}

JNIEXPORT jobject JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCastOri
(JNIEnv* env, jobject obj,
    jbyteArray templateData, jbyteArray photoData,
    jint cbmax, jint roiWidthDiv, jint roiHeightDiv,
    jdouble usWidthRatio, jdouble usHeightRatio) {
    try {
        if (templateData == nullptr) {
            throwIllegalArgument(env,"templateData is null");
            return nullptr;
        }

        if (photoData == nullptr) {
            throwIllegalArgument(env, "photoData is null");
            return nullptr;
        }

        jsize tempLen = env->GetArrayLength(templateData);
        if (tempLen <= 0) {
            throwIllegalArgument(env, "templateData is null");
            return nullptr;
        }

        jsize photoLen = env->GetArrayLength(photoData);
        if (photoLen <= 0) {
            throwIllegalArgument(env, "photoData is null");
            return nullptr;
        }

        // Zero-copy: 获取 JVM 中的数据指针(映射)
        jbyte* tData = env->GetByteArrayElements(templateData, nullptr);
        if (tData == nullptr) {
            throwJavaException(env, "templateData Failed to get byte array elements");
            return nullptr;
        }

        // Zero-copy: 获取 JVM 中的数据指针(映射)
        jbyte* pData = env->GetByteArrayElements(photoData, nullptr);
        if (pData == nullptr) {
            throwJavaException(env, "photoData Failed to get byte array elements");
            return nullptr;
        }
        // 原图
        // 构造一个 OpenCV Mat 来包装 byte[] 数据(不复制)
        cv::Mat tBuf(1, tempLen, CV_8UC1, reinterpret_cast<uchar*>(tData));
        // 解码为图像
        cv::Mat tImage = cv::imdecode(tBuf, cv::IMREAD_UNCHANGED);
        
        if (tImage.empty()) {
            env->ReleaseByteArrayElements(photoData, pData, JNI_ABORT);
            throwJavaException(env, "templateData Failed to decode image");
            return nullptr;
        }
        // 目标图
        cv::Mat pBuf(1, photoLen, CV_8UC1, reinterpret_cast<uchar*>(pData));
        cv::Mat pImage = cv::imdecode(pBuf, cv::IMREAD_UNCHANGED);
        
        if (pImage.empty()) {
            env->ReleaseByteArrayElements(templateData, tData, JNI_ABORT);
            throwJavaException(env, "photoData Failed to decode image");
            return nullptr;
        }

        ContrastColorCastResults result = contrastImageColorCast(
            reinterpret_cast<unsigned char*>(tImage.data), tImage.cols, tImage.rows, tImage.channels(),
            reinterpret_cast<unsigned char*>(pImage.data), pImage.cols, pImage.rows, pImage.channels(),
            cbmax, roiWidthDiv, roiHeightDiv, usWidthRatio, usHeightRatio
        );

        // 释放映射,不拷贝回 Java(JNI_ABORT)
        env->ReleaseByteArrayElements(templateData, tData, JNI_ABORT);
        env->ReleaseByteArrayElements(photoData, pData, JNI_ABORT);
        // 将 ContrastColorCastResults 映射到 Java 对象
        return createContrastColorCastResults(env, result);

    }
    catch (const std::exception& e) {
        native_log(e.what());
        throwJavaException(env, e.what());
        return nullptr;
    }
}

JNIEXPORT jobject JNICALL Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCastByPath
(JNIEnv* env, jobject obj,
    jstring templateData,  jstring photoData, 
    jint cbmax, jint roiWidthDiv, jint roiHeightDiv,
    jdouble usWidthRatio, jdouble usHeightRatio) {
    try {
        const char* tImagePath = env->GetStringUTFChars(templateData, nullptr);
        const char* pImagePath = env->GetStringUTFChars(photoData, nullptr);
        // 直接用 OpenCV 读取图像
        cv::Mat tImage = cv::imread(tImagePath);
        if (tImage.empty()) {
            env->ReleaseStringUTFChars(templateData, tImagePath); // 释放资源
            env->ReleaseStringUTFChars(photoData, pImagePath);
            throwJavaException(env, "Failed to load templateData");
            return nullptr;
        }

        cv::Mat pImage = cv::imread(pImagePath);
        if (pImage.empty()) {
            env->ReleaseStringUTFChars(templateData, tImagePath); // 释放资源
            env->ReleaseStringUTFChars(photoData, pImagePath);
            throwJavaException(env, "Failed to load photoData");
            return nullptr;
        }

        ContrastColorCastResults result = contrastImageColorCast(
            reinterpret_cast<unsigned char*>(tImage.data), tImage.cols, tImage.rows, tImage.channels(),
            reinterpret_cast<unsigned char*>(pImage.data), pImage.cols, pImage.rows, pImage.channels(),
            cbmax, roiWidthDiv, roiHeightDiv, usWidthRatio, usHeightRatio
        );

        env->ReleaseStringUTFChars(templateData, tImagePath);
        env->ReleaseStringUTFChars(photoData, pImagePath);

        // 将 ContrastColorCastResults 映射到 Java 对象
        return createContrastColorCastResults(env, result);

    }
    catch (const std::exception& e) {
        native_log(e.what());
        throwJavaException(env, e.what());
        return nullptr;
    }
}

建议添加异常处理,避免JVM 崩溃,注意资源的释放。

五、Visual Studio 配置

1. 添加包含目录

打开【项目属性】 > C/C++ > 常规 > 附加包含目录

防止编译阶段报错。

2. 添加库目录

打开【链接器】 > 常规 > 附加库目录

3. 添加依赖库

打开【链接器】 > 输入 > 附加依赖项

告诉编译器如何调用 .dll 中的函数; 出现 JNI 方法未导出错误,可添加 .def 文件显式指定导出符号 ,内容如下,其实就是 jni 头文件方法:

LIBRARY ColorCastDetExampleJni
EXPORTS
    Java_com_emp_empxmrz_util_ColorCastDetExampleJni_getVersion
	Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCast
    Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCastOri
	Java_com_emp_empxmrz_util_ColorCastDetExampleJni_contrastImageColorCastByPath

4.生成 DLL

编译后会生成 ColorCastDetExampleJni.dllColorCastDetExampleJni.lib,将他们复制到 jdk 的 bin 目录或者你自己定义的目录下, java 就可以直接调用 ColorCastDetExampleJni了。

六、Java 调用测试

工具类 CustomImgUtilsImageProcessor在这篇文章里,Java 图像处理传 JNI 到 C++(OpenCV):两种高效实现方式对比
java 测试结果是否正确,也可以自己封装成接口。

service 层:

package com.emp.empxmrz.service;

import com.emp.empxmrz.controller.vo.ColorCastDetExampleReq;
import com.emp.empxmrz.util.ColorCastDetExampleJni;
import com.emp.empxmrz.util.CustomImgUtils;
import com.emp.empxmrz.util.ImageProcessor;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import org.springframework.web.multipart.MultipartFile;

import javax.imageio.ImageIO;
import java.awt.image.BufferedImage;
import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.io.InputStream;
import java.net.HttpURLConnection;
import java.net.URL;
import java.nio.charset.StandardCharsets;

/***
 * @title
 * @author shijiangyong
 * @date 2025/9/15 10:17
 **/
@Slf4j
@Service
public class ColorCastDetExampleJniServiceImpl implements ColorCastDetExampleJniService{

    @Override
    public String getVersion() {
        byte[] versionBuffer = new byte[12];
        int result = ColorCastDetExampleJni.getVersion(versionBuffer, versionBuffer.length);
        String version = "获取版本号失败";
        if (result == 0) {
            version = new String(versionBuffer, StandardCharsets.UTF_8).trim();
            log.info("Algorithm model version number: {}", version);
        } else {

            log.warn("Failed to get version number: {} ", result);
        }
        return version;
    }

    @Override
    public ColorCastDetExampleJni.ContrastColorCastResults contrastImageColorCast(ColorCastDetExampleReq req) {
        MultipartFile sourceFile = req.getSourceFile();
        if (sourceFile == null || sourceFile.isEmpty()) {
            throw new IllegalArgumentException("Source file is null or empty");
        }
        MultipartFile targetFile = req.getTargetFile();
        if (targetFile == null || targetFile.isEmpty()) {
            throw new IllegalArgumentException("Target file is null or empty");
        }

        try {
            byte[] sourceBytes = ImageProcessor.inputStreamToByteArray(sourceFile.getInputStream());
            BufferedImage sourceImage = ImageIO.read(new ByteArrayInputStream(sourceBytes));
            if (sourceImage == null) {
                throw new RuntimeException("图像读取失败");
            }
            byte[] targetBytes = ImageProcessor.inputStreamToByteArray(targetFile.getInputStream());
            BufferedImage targetImage = ImageIO.read(new ByteArrayInputStream(targetBytes));
            if (targetImage == null) {
                throw new RuntimeException("图像读取失败");
            }
            byte[] sourceMatrixBGR = CustomImgUtils.getMatrixBGR(sourceImage);
            byte[] targetMatrixBGR = CustomImgUtils.getMatrixBGR(targetImage);
            return ColorCastDetExampleJni.contrastImageColorCast(sourceMatrixBGR, sourceImage.getWidth(), sourceImage.getHeight(), sourceImage.getColorModel().getNumColorComponents(),
                    targetMatrixBGR, targetImage.getWidth(), targetImage.getHeight(), targetImage.getColorModel().getNumColorComponents(),
                    req.getYCrCbCbmax(), req.getRoiWidthDiv(), req.getRoiHeightDiv(), req.getUsWidthRatio(), req.getUsHeightRatio());
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    public ColorCastDetExampleJni.ContrastColorCastResults contrastImageColorCastOri(ColorCastDetExampleReq req) {
        String sourceFileUrl = req.getSourceFileUrl();
        if (sourceFileUrl == null || sourceFileUrl.isEmpty()) {
            throw new IllegalArgumentException("Source file url is null or empty");
        }
        String targetFileUrl = req.getTargetFileUrl();
        if (targetFileUrl == null || targetFileUrl.isEmpty()) {
            throw new IllegalArgumentException("Target file url is null or empty");
        }
        try {
            byte[] sourceMatrixBGR = this.getImageBytes(sourceFileUrl);
            byte[] targetMatrixBGR = this.getImageBytes(targetFileUrl);
            return ColorCastDetExampleJni.contrastImageColorCastOri(sourceMatrixBGR, targetMatrixBGR,
                    req.getYCrCbCbmax(), req.getRoiWidthDiv(), req.getRoiHeightDiv(), req.getUsWidthRatio(), req.getUsHeightRatio());
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    @Override
    public ColorCastDetExampleJni.ContrastColorCastResults contrastImageColorCastByPath(ColorCastDetExampleReq req) {
        String sourceFileUrl = "E:\\test\\CertifHaed.jpg";
        String targetFileUrl = "E:\\test\\face_big_homepage.jpg";
        return ColorCastDetExampleJni.contrastImageColorCastByPath(sourceFileUrl,targetFileUrl,req.getYCrCbCbmax(), req.getRoiWidthDiv(),
                req.getRoiHeightDiv(), req.getUsWidthRatio(), req.getUsHeightRatio());
    }

    /**
     * http流转BufferedImage
     * @param req
     * @return
     * @throws IOException
     */
    private BufferedImage getBufferedImage(String req) throws IOException {
        URL url = new URL(req);
        HttpURLConnection conn = (HttpURLConnection) url.openConnection();
        conn.setRequestMethod("GET");
        conn.setConnectTimeout(5000);
        conn.setReadTimeout(10000);
        return ImageIO.read(conn.getInputStream());
    }

    /**
     * http流转Byte[]
     * @param req
     * @return
     * @throws IOException
     */
    private byte[] getImageBytes(String req) throws IOException {
        URL url = new URL(req);
        HttpURLConnection conn = (HttpURLConnection) url.openConnection();
        conn.setRequestMethod("GET");
        conn.setConnectTimeout(5000);
        conn.setReadTimeout(10000);

        try (InputStream inputStream = conn.getInputStream()) {
            return ImageProcessor.inputStreamToByteArray(inputStream);
        }
    }
}

controller 层:

package com.emp.empxmrz.controller;

import com.emp.empxmrz.controller.vo.ColorCastDetExampleReq;
import com.emp.empxmrz.service.ColorCastDetExampleJniService;
import com.emp.empxmrz.util.ColorCastDetExampleJni;
import com.emp.empxmrz.util.R;
import io.swagger.v3.oas.annotations.Operation;
import io.swagger.v3.oas.annotations.tags.Tag;
import lombok.AllArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

/***
 * @title
 * @author shijiangyong
 * @date 2025/9/15 10:47
 **/
@Slf4j
@RestController
@AllArgsConstructor
@Tag(name = "demo示例")
@RequestMapping("/example")
public class ColorCastDetExampleJniController {

    private final ColorCastDetExampleJniService colorCastDetExampleJniService;

    @PostMapping("/getVersion")
    @Operation(summary = "管理后台-获取算法版本")
    public R<String> getVersion() {
        return R.ok(colorCastDetExampleJniService.getVersion());
    }


    @PostMapping("/contrast/color/castDet")
    @Operation(summary = "管理后台-偏色检测算法")
    public R<ColorCastDetExampleJni.ContrastColorCastResults> contrastImageColorCast(ColorCastDetExampleReq req) {
        return R.ok(colorCastDetExampleJniService.contrastImageColorCast(req));
    }

    @PostMapping("/contrast/color/castDetOri")
    @Operation(summary = "管理后台-偏色检测算法")
    public R<ColorCastDetExampleJni.ContrastColorCastResults> contrastImageColorCastOri(ColorCastDetExampleReq req) {
        return R.ok(colorCastDetExampleJniService.contrastImageColorCastOri(req));
    }

    @PostMapping("/contrast/color/castDetByPath")
    @Operation(summary = "管理后台-偏色检测算法")
    public R<ColorCastDetExampleJni.ContrastColorCastResults> contrastImageColorCastByPath(ColorCastDetExampleReq req) {
        return R.ok(colorCastDetExampleJniService.contrastImageColorCastByPath(req));
    }
}

调用示例:

路径去掉 Ori 就是测试上面两个入参,加上 Ori 就是测试下面两个入参,反正到了 java 层,就自己随便玩了。实体类就不贴了。

调试建议

如果报错找不到 ColorCastDetExampleJni.dll,请将该 DLL 放入:

如果 JNI 函数名对应不上,请确保:

七、总结

如果你不想污染自己的JDK bin,可以将 .dll.lib 放到一个统一的目录下,这样的话切换 jdk 比较方便,因为我只使用 jdk8,所以贪图方便放在了 bin 目录,但这是不规范滴 。

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