I have a phone and it's HSV histogram like blow,and I want to track this phone's movement.Based on it's histogram,I set image range like this:
greenLower = (300, 0, 50)
greenUpper = (50, 128,250 )
cv2.inRange(hsv, greenLower, greenUpper)
But nothing got detected out when waving the phone,and I am pretty sure it is because color range is wrong,would you tell me how to get color rang setting right?Especially,when HUE values are between [300~50],should I set it to (50~300) or (300~50) due to HUE is a cirle.
Phone
HSV histogram:
You have wrongly set the upper and lower bounds, they must be:
greenLower = (50, 0, 50) # Previously (300, 0, 50)
greenUpper = (300, 128, 250) # Previously (50, 128,250)
Also make sure that hsv = cv2.cvtColor(img, cv2.COLOR_BGR2HSV)
as OpenCV follows the BGR
convention.
EDIT:
To segment colors in multiple ranges 0~50
and 300~359
, you can perform cv2.inRange()
twice for two ranges as:
greenLower1 = (0, 0, 20)
greenUpper1 = (50, 128, 100)
greenLower2 = (300, 0, 20)
greenUpper2 = (359, 128, 100)
mask1 = cv2.inRange(img_hsv, greenLower1, greenUpper1)
mask2 = cv2.inRange(img_hsv, greenLower2, greenUpper2)
mask = cv2.max(mask1, mask2)
来源:https://stackoverflow.com/questions/42825020/how-to-set-hsv-color-range-in-opencv