def getLCDAreaData(image):
"""
获取 LCD 区域图片数据
:param image: cv2 读进来的图片对象
"""
image = ImageTool.preProcessImage(image)
blackMask = MaskTool.getBlackMaskBGR()
image = blackMask.getInterestImageAreaData(image)
shape = image.shape
grayImage = ImageTool.convertImgBGR2Gray(image)
mid = int(shape[0] / 2)
splitImageBox = (0, mid, shape[1], shape[0])
splitImageGray = ImageTool.getCropImageByBox(grayImage, splitImageBox)
splitImage = ImageTool.getCropImageByBox(image, splitImageBox)
# 显示剪切的 lcd 屏所在的下半屏灰度图
ImageTool.showImagePIL(splitImageGray, "splitImageGray")
retval, otsuImage = ImageTool.getOTSUGrayImage(splitImageGray)
otsuImage = ImageTool.convertImgGray2BGR(otsuImage)
lower = (250, 250, 250)
upper = (255, 255, 255)
lcdBoxCorner = ImageTool.getInterestBoxCornerPointByColor(
otsuImage, lower, upper)
lcdBox = LCDLightDetect.getMinBox(lcdBoxCorner)
# ImageTool.showBoxInImageByBox(splitImage, lcdBox)
lcdImage = ImageTool.getCropImageByBox(splitImage, lcdBox)
return lcdImage
def getRollerBox(self):
"""
获得黑底白字滚轮区域box，并将该 box 赋值给 self._rollerBox
"""
rollerBoxWidthMax = 425
shape = self._image.shape
mid = int(shape[0] / 2)
quarter = int(shape[0] / 4)
splitImageBox = (70, quarter, 170, mid)
splitImageGray = ImageTool.getCropImageByBox(self._grayImage,
splitImageBox)
retval, otsuImage = ImageTool.getOTSUGrayImage(splitImageGray)
otsuImage = ImageTool.convertImgGray2BGR(otsuImage)
lower = (250, 250, 250)
upper = (255, 255, 255)
splitBoxCorner = ImageTool.getInterestBoxCornerPointByColor(
otsuImage, lower, upper)
splitBox = ImageTool.getBoxFromBoxCorner(splitBoxCorner)
rollerBoxUp = int(quarter + splitBox[1])
rollerBoxDown = int(quarter + splitBox[3])
trollerBox = (0, rollerBoxUp, shape[1], rollerBoxDown)
rollerImageGray = ImageTool.getCropImageByBox(self._grayImage,
trollerBox)
retval, otsuImage = ImageTool.getOTSUGrayImage(rollerImageGray)
otsuImage = ImageTool.convertImgGray2BGR(otsuImage)
trollerBoxCorner = ImageTool.getInterestBoxCornerPointByColor(
otsuImage, lower, upper)
trollerBox = ImageTool.getBoxFromBoxCorner(trollerBoxCorner)
rollerBox = (trollerBox[0], rollerBoxUp + 1, trollerBox[2],
rollerBoxDown - 1)
getWidth = rollerBox[2] - rollerBox[0]
if rollerBoxWidthMax < getWidth:
rollerBox = (rollerBox[0], rollerBox[1],
rollerBox[0] + rollerBoxWidthMax, rollerBox[3])
right = int(rollerBox[2] * 5 / 8) + 20
rollerBox = (rollerBox[0], rollerBox[1], right, rollerBox[3])
# ImageTool.showBoxInImageByBox(self._image,rollerBox)
self._rollerBox = rollerBox
return rollerBox
def getRollerBlackArea(self):
rollerBox = self.getRollerBox()
rollerImage = ImageTool.getCropImageByBox(self._image, rollerBox)
rollerImage = ImageTool.imageResize(rollerImage, self._desWidth,
self._desHeight)
if self._desImageDepth == 1:
rollerImage = ImageTool.convertImgBGR2Gray(rollerImage)
self._rollerImage = rollerImage
return self._rollerImage
def getLCDBox(self):
"""
"""
shape = self._image.shape
mid = int(shape[0] / 2)
splitImageBox = (0, mid, shape[1], shape[0])
splitImageGray = ImageTool.getCropImageByBox(self._grayImage,
splitImageBox)
ImageTool.showImagePIL(splitImageGray)
splitImage = ImageTool.getCropImageByBox(self._image, splitImageBox)
retval, otsuImage = ImageTool.getOTSUGrayImage(splitImageGray)
otsuImage = ImageTool.convertImgGray2BGR(otsuImage)
lower = (250, 250, 250)
upper = (255, 255, 255)
lcdBoxCorner = ImageTool.getInterestBoxCornerPointByColor(
otsuImage, lower, upper)
lcdBox = ImageTool.getBoxFromBoxCorner(lcdBoxCorner)
self._lcdBox = lcdBox
ImageTool.showBoxInImageByBoxCornerPoint(splitImage, lcdBoxCorner,
"lcd")