Cvtcolor

算子将输入图片从一种颜色空间转换到另一种颜色空间,支持色彩通道、格式和深度的转换,常来转换图片格式。

算子效果

输入图像参数输出图像
VP5input_rgb-VP5out_cvtcolor

原理

颜色空间转换的过程中有多种公式可以选择,下面列举一种方法:

RGB to Gray

Y=0.299R+0.587G+0.114BY=0.299*R+0.587*G+0.114*B

RGB/BGR \Leftrightarrow YUV420

Y=16+0.257R+0.504G+0.098BY=16+0.257*R+0.504*G+0.098*B

Cb=1280.148R0.291G+0.439BCb=128-0.148*R-0.291*G+0.439*B

Cr=128+0.439R0.368G0.071BCr=128+0.439*R-0.368*G-0.071*B

R=1.164(Y16)+1.596(Cr128)R=1.164*(Y-16)+1.596*(Cr-128)

G=1.164(Y16)0.392(Cb128)0.812(Cr128)G=1.164*(Y-16)-0.392*(Cb-128)-0.812*(Cr-128)

B=1.164(Y16)+2.016(Cb128)B=1.164*(Y-16)+2.016*(Cb-128)

API接口

int32_t hbVPCvtColor(hbUCPTaskHandle_t *taskHandle, hbVPImage *dstImg, hbVPImage const *srcImg);

详细接口信息请查看 hbVPCvtColor

使用方法

// Include the header #include "hobot/hb_ucp.h" #include "hobot/vp/hb_vp.h" #include "hobot/vp/hb_vp_cvt_color.h" // init Image, allocate memory for image data hbUCPSysMem src_mem; hbUCPMallocCached(&src_mem, src_stride * src_height, 0); hbVPImage src_img{HB_VP_IMAGE_FORMAT_RGB, HB_VP_IMAGE_TYPE_U8C3, src_width, src_height, src_stride, src_mem.virAddr, src_mem.phyAddr, nullptr, 0, 0}; hbUCPSysMem dst_mem; hbUCPMallocCached(&dst_mem, dst_stride * dst_height, 0); hbVPImage dst_img{HB_VP_IMAGE_FORMAT_Y, HB_VP_IMAGE_TYPE_U8C1, dst_width, dst_height, dst_stride, dst_mem.virAddr, dst_mem.phyAddr, nullptr, 0, 0}; // init task handle and schedule param hbUCPTaskHandle_t task_handle{nullptr}; hbUCPSchedParam sched_param; HB_UCP_INITIALIZE_SCHED_PARAM(&sched_param); sched_param.backend = HB_UCP_DSP_CORE_0; // create task hbVPCvtColor(&task_handle, &dst_img, &src_img); // submit task hbUCPSubmitTask(task_handle, &sched_param); // wait for task done hbUCPWaitTaskDone(task_handle, 0); // release task handle hbUCPReleaseTask(task_handle); // release memory hbUCPFree(&src_mem); hbUCPFree(&dst_mem);