Exemple #1
0
        /// <summary>
        /// 提取人脸特征
        /// </summary>
        /// <param name="pEngine">引擎Handle</param>
        /// <param name="imageInfo">图像数据</param>
        /// <param name="multiFaceInfo">人脸检测结果</param>
        /// <returns>保存人脸特征结构体指针</returns>
        public static IntPtr ExtractFeature(IntPtr pEngine, ImageInfo imageInfo, ASF_MultiFaceInfo multiFaceInfo, out ASF_SingleFaceInfo singleFaceInfo)
        {
            singleFaceInfo = new ASF_SingleFaceInfo();
            if (multiFaceInfo.faceRects == null)
            {
                ASF_FaceFeature emptyFeature  = new ASF_FaceFeature();
                IntPtr          pEmptyFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
                MemoryUtil.StructureToPtr(emptyFeature, pEmptyFeature);
                return(pEmptyFeature);
            }
            singleFaceInfo.faceRect   = MemoryUtil.PtrToStructure <MRECT>(multiFaceInfo.faceRects);
            singleFaceInfo.faceOrient = MemoryUtil.PtrToStructure <int>(multiFaceInfo.faceOrients);
            IntPtr pSingleFaceInfo = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_SingleFaceInfo>());

            MemoryUtil.StructureToPtr(singleFaceInfo, pSingleFaceInfo);

            IntPtr pFaceFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
            int    retCode      = ASFFunctions.ASFFaceFeatureExtract(pEngine, imageInfo.width, imageInfo.height, imageInfo.format, imageInfo.imgData, pSingleFaceInfo, pFaceFeature);

            Console.WriteLine("FR Extract Feature result:" + retCode);

            if (retCode != 0)
            {
                //释放指针
                MemoryUtil.Free(pSingleFaceInfo);
                MemoryUtil.Free(pFaceFeature);
                ASF_FaceFeature emptyFeature  = new ASF_FaceFeature();
                IntPtr          pEmptyFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
                MemoryUtil.StructureToPtr(emptyFeature, pEmptyFeature);
                return(pEmptyFeature);
            }

            //人脸特征feature过滤
            ASF_FaceFeature faceFeature = MemoryUtil.PtrToStructure <ASF_FaceFeature>(pFaceFeature);

            byte[] feature = new byte[faceFeature.featureSize];
            MemoryUtil.Copy(faceFeature.feature, feature, 0, faceFeature.featureSize);

            ASF_FaceFeature localFeature = new ASF_FaceFeature();

            localFeature.feature = MemoryUtil.Malloc(feature.Length);
            MemoryUtil.Copy(feature, 0, localFeature.feature, feature.Length);
            localFeature.featureSize = feature.Length;
            IntPtr pLocalFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());

            MemoryUtil.StructureToPtr(localFeature, pLocalFeature);

            //释放指针
            MemoryUtil.Free(pSingleFaceInfo);
            MemoryUtil.Free(pFaceFeature);

            return(pLocalFeature);
        }
Exemple #2
0
        /// <summary>
        /// 人脸检测(PS:检测RGB图像的人脸时,必须保证图像的宽度能被4整除,否则会失败)
        /// </summary>
        /// <param name="pEngine">引擎Handle</param>
        /// <param name="imageInfo">图像数据</param>
        /// <returns>人脸检测结果</returns>
        public static ASF_MultiFaceInfo DetectFace(IntPtr pEngine, ImageInfo imageInfo)
        {
            ASF_MultiFaceInfo multiFaceInfo  = new ASF_MultiFaceInfo();
            IntPtr            pMultiFaceInfo = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_MultiFaceInfo>());
            int retCode = ASFFunctions.ASFDetectFaces(pEngine, imageInfo.width, imageInfo.height, imageInfo.format, imageInfo.imgData, pMultiFaceInfo);

            if (retCode != 0)
            {
                MemoryUtil.Free(pMultiFaceInfo);
                return(multiFaceInfo);
            }
            multiFaceInfo = MemoryUtil.PtrToStructure <ASF_MultiFaceInfo>(pMultiFaceInfo);
            MemoryUtil.Free(pMultiFaceInfo);
            return(multiFaceInfo);
        }
Exemple #3
0
        /// <summary>
        /// 红外活体检测
        /// </summary>
        /// <param name="pEngine">引擎Handle</param>
        /// <param name="imageInfo">图像数据</param>
        /// <param name="multiFaceInfo">活体检测结果</param>
        /// <returns>保存活体检测结果结构体</returns>
        public static ASF_LivenessInfo LivenessInfo_IR(IntPtr pEngine, ImageInfo imageInfo, ASF_MultiFaceInfo multiFaceInfo, out int retCode)
        {
            IntPtr pMultiFaceInfo = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_MultiFaceInfo>());

            MemoryUtil.StructureToPtr(multiFaceInfo, pMultiFaceInfo);

            if (multiFaceInfo.faceNum == 0)
            {
                retCode = -1;
                //释放内存
                MemoryUtil.Free(pMultiFaceInfo);
                return(new ASF_LivenessInfo());
            }

            try
            {
                //人脸信息处理
                retCode = ASFFunctions.ASFProcess_IR(pEngine, imageInfo.width, imageInfo.height, imageInfo.format, imageInfo.imgData, pMultiFaceInfo, FaceEngineMask.ASF_IR_LIVENESS);
                if (retCode == 0)
                {
                    //获取活体检测结果
                    IntPtr pLivenessInfo = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_LivenessInfo>());
                    retCode = ASFFunctions.ASFGetLivenessScore_IR(pEngine, pLivenessInfo);
                    Console.WriteLine("Get Liveness Result:" + retCode);
                    ASF_LivenessInfo livenessInfo = MemoryUtil.PtrToStructure <ASF_LivenessInfo>(pLivenessInfo);

                    //释放内存
                    MemoryUtil.Free(pMultiFaceInfo);
                    MemoryUtil.Free(pLivenessInfo);
                    return(livenessInfo);
                }
                else
                {
                    //释放内存
                    MemoryUtil.Free(pMultiFaceInfo);
                    return(new ASF_LivenessInfo());
                }
            }
            catch
            {
                retCode = -1;
                //释放内存
                MemoryUtil.Free(pMultiFaceInfo);
                return(new ASF_LivenessInfo());
            }
        }
Exemple #4
0
        /// <summary>
        /// 单人脸性别检测
        /// </summary>
        /// <param name="pEngine">引擎Handle</param>
        /// <param name="image">图片</param>
        /// <param name="singleFaceInfo">单人脸信息</param>
        /// <returns>性别估计结果</returns>
        public static ASF_GenderInfo GenderEstimation(IntPtr pEngine, Image image, ASF_SingleFaceInfo singleFaceInfo)
        {
            ImageInfo imageInfo = ImageUtil.ReadBMP(image);

            if (imageInfo == null)
            {
                return(new ASF_GenderInfo());
            }
            ASF_MultiFaceInfo multiFaceInfo = new ASF_MultiFaceInfo();

            multiFaceInfo.faceRects = MemoryUtil.Malloc(MemoryUtil.SizeOf <MRECT>());
            MemoryUtil.StructureToPtr <MRECT>(singleFaceInfo.faceRect, multiFaceInfo.faceRects);
            multiFaceInfo.faceOrients = MemoryUtil.Malloc(MemoryUtil.SizeOf <int>());
            MemoryUtil.StructureToPtr <int>(singleFaceInfo.faceOrient, multiFaceInfo.faceOrients);
            multiFaceInfo.faceNum = 1;
            ASF_GenderInfo genderInfo = GenderEstimation(pEngine, imageInfo, multiFaceInfo);

            MemoryUtil.Free(imageInfo.imgData);
            return(genderInfo);
        }
Exemple #5
0
        /// <summary>
        /// 提取人脸特征
        /// </summary>
        /// <param name="pEngine">引擎Handle</param>
        /// <param name="image">图像</param>
        /// <returns>保存人脸特征结构体指针</returns>
        public static IntPtr ExtractFeature(IntPtr pEngine, Image image, out ASF_SingleFaceInfo singleFaceInfo)
        {
            if (image.Width > 1536 || image.Height > 1536)
            {
                image = ImageUtil.ScaleImage(image, 1536, 1536);
            }
            else
            {
                image = ImageUtil.ScaleImage(image, image.Width, image.Height);
            }
            if (image == null)
            {
                singleFaceInfo = new ASF_SingleFaceInfo();
                ASF_FaceFeature emptyFeature  = new ASF_FaceFeature();
                IntPtr          pEmptyFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
                MemoryUtil.StructureToPtr(emptyFeature, pEmptyFeature);
                return(pEmptyFeature);
            }
            ImageInfo imageInfo = ImageUtil.ReadBMP(image);

            if (imageInfo == null)
            {
                singleFaceInfo = new ASF_SingleFaceInfo();
                ASF_FaceFeature emptyFeature  = new ASF_FaceFeature();
                IntPtr          pEmptyFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
                MemoryUtil.StructureToPtr(emptyFeature, pEmptyFeature);
                return(pEmptyFeature);
            }
            ASF_MultiFaceInfo multiFaceInfo = DetectFace(pEngine, imageInfo);

            singleFaceInfo = new ASF_SingleFaceInfo();
            IntPtr pFaceModel = ExtractFeature(pEngine, imageInfo, multiFaceInfo, out singleFaceInfo);

            MemoryUtil.Free(imageInfo.imgData);
            return(pFaceModel);
        }
Exemple #6
0
        /// <summary>
        /// 获取多个人脸检测结果中面积最大的人脸
        /// </summary>
        /// <param name="multiFaceInfo">人脸检测结果</param>
        /// <returns>面积最大的人脸信息</returns>
        public static ASF_SingleFaceInfo GetMaxFace(ASF_MultiFaceInfo multiFaceInfo)
        {
            ASF_SingleFaceInfo singleFaceInfo = new ASF_SingleFaceInfo();

            singleFaceInfo.faceRect   = new MRECT();
            singleFaceInfo.faceOrient = 1;

            int maxArea = 0;
            int index   = -1;

            for (int i = 0; i < multiFaceInfo.faceNum; i++)
            {
                try
                {
                    MRECT rect = MemoryUtil.PtrToStructure <MRECT>(multiFaceInfo.faceRects + MemoryUtil.SizeOf <MRECT>() * i);
                    int   area = (rect.right - rect.left) * (rect.bottom - rect.top);
                    if (maxArea <= area)
                    {
                        maxArea = area;
                        index   = i;
                    }
                }
                catch (Exception ex)
                {
                    Console.WriteLine(ex.Message);
                }
            }
            if (index != -1)
            {
                singleFaceInfo.faceRect   = MemoryUtil.PtrToStructure <MRECT>(multiFaceInfo.faceRects + MemoryUtil.SizeOf <MRECT>() * index);
                singleFaceInfo.faceOrient = MemoryUtil.PtrToStructure <int>(multiFaceInfo.faceOrients + MemoryUtil.SizeOf <int>() * index);
            }
            return(singleFaceInfo);
        }
Exemple #7
0
        /// <summary>
        /// 提取单人脸特征
        /// </summary>
        /// <param name="pEngine">人脸识别引擎</param>
        /// <param name="image">图片</param>
        /// <param name="singleFaceInfo">单人脸信息</param>
        /// <returns>单人脸特征</returns>
        public static IntPtr ExtractFeature(IntPtr pEngine, Image image, ASF_SingleFaceInfo singleFaceInfo)
        {
            ImageInfo imageInfo = ImageUtil.ReadBMP(image);

            if (imageInfo == null)
            {
                ASF_FaceFeature emptyFeature  = new ASF_FaceFeature();
                IntPtr          pEmptyFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
                MemoryUtil.StructureToPtr(emptyFeature, pEmptyFeature);
                return(pEmptyFeature);
            }
            IntPtr pSingleFaceInfo = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_SingleFaceInfo>());

            MemoryUtil.StructureToPtr(singleFaceInfo, pSingleFaceInfo);

            IntPtr pFaceFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
            int    retCode      = -1;

            try
            {
                retCode = ASFFunctions.ASFFaceFeatureExtract(pEngine, imageInfo.width, imageInfo.height, imageInfo.format, imageInfo.imgData, pSingleFaceInfo, pFaceFeature);
            }
            catch (Exception e)
            {
                Console.WriteLine(e.Message);
            }
            Console.WriteLine("FR Extract Feature result:" + retCode);

            if (retCode != 0)
            {
                //释放指针
                MemoryUtil.Free(pSingleFaceInfo);
                MemoryUtil.Free(pFaceFeature);
                MemoryUtil.Free(imageInfo.imgData);

                ASF_FaceFeature emptyFeature  = new ASF_FaceFeature();
                IntPtr          pEmptyFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());
                MemoryUtil.StructureToPtr(emptyFeature, pEmptyFeature);
                return(pEmptyFeature);
            }

            //人脸特征feature过滤
            ASF_FaceFeature faceFeature = MemoryUtil.PtrToStructure <ASF_FaceFeature>(pFaceFeature);

            byte[] feature = new byte[faceFeature.featureSize];
            MemoryUtil.Copy(faceFeature.feature, feature, 0, faceFeature.featureSize);

            ASF_FaceFeature localFeature = new ASF_FaceFeature();

            localFeature.feature = MemoryUtil.Malloc(feature.Length);
            MemoryUtil.Copy(feature, 0, localFeature.feature, feature.Length);
            localFeature.featureSize = feature.Length;
            IntPtr pLocalFeature = MemoryUtil.Malloc(MemoryUtil.SizeOf <ASF_FaceFeature>());

            MemoryUtil.StructureToPtr(localFeature, pLocalFeature);

            //释放指针
            MemoryUtil.Free(pSingleFaceInfo);
            MemoryUtil.Free(pFaceFeature);
            MemoryUtil.Free(imageInfo.imgData);

            return(pLocalFeature);
        }