Java调用C++动态库DLL实现图像处理
作者:颇有几分姿色
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:
- 系统:Windows 10
- JDK:1.8
- IDE:Visual Studio 2022
- Java 构建工具:Maven
- 目标平台:x64
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:
- Java 层将图像转换为 BGR 格式的 byte[],直接传给 JNI;
- Java 层传原始图像数据,JNI 使用 OpenCV 解码;
- Java 层传递文件路径,JNI 自行读取文件内容。
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.dll 和 ColorCastDetExampleJni.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 CustomImgUtils和 ImageProcessor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:
- 项目运行目录;
- 或者
jdk/bin目录; - 或者设置
-Djava.library.path。
如果 JNI 函数名对应不上,请确保:
- 包名、类名、方法名匹配;
- DLL 导出的函数使用
extern "C"。 - JNI 方法未正确导出,可通过
.def文件显式指定导出符号。
七、总结
- 编写 Java native 接口;
- 使用
javah生成 JNI 头文件; - C++ 实现 JNI 方法;
- 配置 Visual Studio 编译动态库;
- Java 调用测试。
如果你不想污染自己的JDK bin,可以将 .dll 和 .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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