def __init__(self, **params):
# Set here to avoid having it one instantiated by default
if self.ptz==None: self.ptz=PTZ()
def __init__(self, **params):
# Set here to avoid having it one instantiated by default
if self.ptz == None: self.ptz = PTZ()
class PtzTracker(Sheet):
"""
Given an incoming Activity pattern, find the brightest pixel and
output an activity pattern where all but this pixel is set to zero.
Also controls a pan/tilt/zoom camera, instructing it to move so that
the brightest pixel will be in the center of the sheet.
"""
dest_ports=['Activity']
src_ports=['Activity']
ratio = param.Number(default=1.33,doc=
"Ratio depends of the resolution of the camera, here 640x480.")
fov_x = param.Number(default=76,doc=
"Field of view along x in degrees, depends of the camera.")
fov_y = param.Number(default=57,doc=
"""
Field of view along y in degrees. It is calculate with the resolution
of the camera, and its field of view. It also depends of the bounds used,
here the size_normalization used is "fit_shortest". So Sheet coordinates
along y for camera's image are between -0.5 and 0.5.
The original calculation is fov_y=fov_x*0.5*2/ratio.
""")
ptz = param.ClassSelector(PTZ,default=None,doc="""
An instance of ptzcamera.PTZ to be controlled.""")
# Max Ranges (determined with uvcdynctrl -v -c)
maxrange_x = param.Number(default=4480, doc=
"""Maximum position of the camera along x.""")
maxrange_y = param.Number(default=1920, doc=
"""Maximum position of the camera along y.""")
#Coordinates in degrees
y_deg = 0
x_deg = 0
#Coordinates in degrees for uvcdynctrl(unit=1/64th of a degree)
y_deg_uvc = 0
x_deg_uvc = 0
#Coordinates of the brightest pixel
coor = (0,0)
#Current postitions along x and y
curr_y=0
curr_x=0
def __init__(self, **params):
# Set here to avoid having it one instantiated by default
if self.ptz==None: self.ptz=PTZ()
def input_event(self,conn,data):
self.input_data=data
def determine_next_position(self,img):
"""
Determine the next location to move in the specified image, using whatever
criterion is appropriate for this class. Returns a tuple of (pos,bbox),
where pos is the (row,column) coordinate of the next position, and bbox
is a bounding box around that coordinate, with whatever size is appropriate
for this class. Returns None if no appropriate location can be found.
"""
raise NotImplementedError
def draw_boxes(self,input_data,bboxmin,bboxmax):
"""
Draws three boxes arond the returned location.
"""
opencv.cvRectangle(self.input_data, opencv.cvPoint(np.int(bboxmin[0]),np.int(bboxmin[1])),opencv.cvPoint(np.int(bboxmax[0])
,np.int(bboxmax[1])),0,1)
opencv.cvRectangle(self.input_data, opencv.cvPoint(np.int(bboxmin[0])-1,np.int(bboxmin[1])-1),opencv.cvPoint(np.int(bboxmax[0])
+1,np.int(bboxmax[1])+1),0,1)
opencv.cvRectangle(self.input_data, opencv.cvPoint(np.int(bboxmin[0])-2,np.int(bboxmin[1])-2),opencv.cvPoint(np.int(bboxmax[0])
+2,np.int(bboxmax[1])+2),1,1)
def move_camera(self,pos, bboxmin, bbboxmax,brightpixel):
"""
Move the camera to centre the returned location.
"""
#Determinate the centre of the returned location
if (self.brightpixel==True):
self.pos=pos
else:
self.pos=(((self.bboxmax[0]+self.bboxmin[0])/2,(self.bboxmax[1]+self.bboxmin[1])/2))
#Find sheet coordinates of the specified position
self.coor=self.matrixidx2sheet(*self.pos)
self.y_deg=self.coor[1]*(self.fov_y/2)/0.5
self.x_deg=self.coor[0]*(self.fov_x/2)/(self.ratio/2)
# The unit of uvcdynctrl is 1/64th of a degree
## HACK problem with the scaling. so divide by 2.
##it doesn't come from the fov or resolution maybe from somewhere with the coordinates
self.y_deg_uvc=self.y_deg*64/2
self.x_deg_uvc=self.x_deg*64/2
self.message("Coordinates of the new position: (%f,%f)" % (self.coor[0],self.coor[1]))
self.verbose("Current position of the camera (%f,%f) along the two directions of the camera" % (self.curr_x,self.curr_y))
self.verbose("Movements in degrees of uvcdynctrl (%f,%f)" % (self.x_deg_uvc,self.y_deg_uvc))
#Use class PTZ in order to move the camera with uvcdynctrl
# Max Ranges (determined with uvcdynctrl -v -c)
if ((self.curr_y+self.y_deg_uvc<self.maxrange_y) and (self.curr_y+self.y_deg_uvc>-self.maxrange_y)):
self.curr_y+=self.y_deg_uvc
self.ptz.tilt(self.y_deg_uvc)
else:
self.message("The camera can't move further along y")
if ((self.curr_x+self.x_deg_uvc<self.maxrange_x) and (self.curr_x+self.x_deg_uvc>-self.maxrange_x)):
self.curr_x+=self.x_deg_uvc
self.ptz.pan(self.x_deg_uvc)
else:
self.message("The camera can't move further along x")
def process_current_time(self):
if hasattr(self, 'input_data'):
#Find the brightest pixel of the image, put it in white and other pixels in black
result=self.determine_next_position(self.input_data)
self.activity*=0
if result: # Draw a box around the returned location
self.pos,self.bboxmin,self.bboxmax,self.brightpixel=result
self.draw_boxes(self.input_data,self.bboxmin,self.bboxmax)
self.activity+=self.input_data
self.send_output(src_port='Activity',data=self.activity)
del self.input_data
if not result:
return # Else move camera
self.move_camera(self.pos,self.bboxmin,self.bboxmax,self.brightpixel)
class PtzTracker(Sheet):
"""
Given an incoming Activity pattern, find the brightest pixel and
output an activity pattern where all but this pixel is set to zero.
Also controls a pan/tilt/zoom camera, instructing it to move so that
the brightest pixel will be in the center of the sheet.
"""
dest_ports = ['Activity']
src_ports = ['Activity']
ratio = param.Number(
default=1.33,
doc="Ratio depends of the resolution of the camera, here 640x480.")
fov_x = param.Number(
default=76,
doc="Field of view along x in degrees, depends of the camera.")
fov_y = param.Number(default=57,
doc="""
Field of view along y in degrees. It is calculate with the resolution
of the camera, and its field of view. It also depends of the bounds used,
here the size_normalization used is "fit_shortest". So Sheet coordinates
along y for camera's image are between -0.5 and 0.5.
The original calculation is fov_y=fov_x*0.5*2/ratio.
""")
ptz = param.ClassSelector(PTZ,
default=None,
doc="""
An instance of ptzcamera.PTZ to be controlled.""")
# Max Ranges (determined with uvcdynctrl -v -c)
maxrange_x = param.Number(
default=4480, doc="""Maximum position of the camera along x.""")
maxrange_y = param.Number(
default=1920, doc="""Maximum position of the camera along y.""")
#Coordinates in degrees
y_deg = 0
x_deg = 0
#Coordinates in degrees for uvcdynctrl(unit=1/64th of a degree)
y_deg_uvc = 0
x_deg_uvc = 0
#Coordinates of the brightest pixel
coor = (0, 0)
#Current postitions along x and y
curr_y = 0
curr_x = 0
def __init__(self, **params):
# Set here to avoid having it one instantiated by default
if self.ptz == None: self.ptz = PTZ()
def input_event(self, conn, data):
self.input_data = data
def determine_next_position(self, img):
"""
Determine the next location to move in the specified image, using whatever
criterion is appropriate for this class. Returns a tuple of (pos,bbox),
where pos is the (row,column) coordinate of the next position, and bbox
is a bounding box around that coordinate, with whatever size is appropriate
for this class. Returns None if no appropriate location can be found.
"""
raise NotImplementedError
def draw_boxes(self, input_data, bboxmin, bboxmax):
"""
Draws three boxes arond the returned location.
"""
opencv.cvRectangle(
self.input_data,
opencv.cvPoint(np.int(bboxmin[0]), np.int(bboxmin[1])),
opencv.cvPoint(np.int(bboxmax[0]), np.int(bboxmax[1])), 0, 1)
opencv.cvRectangle(
self.input_data,
opencv.cvPoint(np.int(bboxmin[0]) - 1,
np.int(bboxmin[1]) - 1),
opencv.cvPoint(np.int(bboxmax[0]) + 1,
np.int(bboxmax[1]) + 1), 0, 1)
opencv.cvRectangle(
self.input_data,
opencv.cvPoint(np.int(bboxmin[0]) - 2,
np.int(bboxmin[1]) - 2),
opencv.cvPoint(np.int(bboxmax[0]) + 2,
np.int(bboxmax[1]) + 2), 1, 1)
def move_camera(self, pos, bboxmin, bbboxmax, brightpixel):
"""
Move the camera to centre the returned location.
"""
#Determinate the centre of the returned location
if (self.brightpixel == True):
self.pos = pos
else:
self.pos = (((self.bboxmax[0] + self.bboxmin[0]) / 2,
(self.bboxmax[1] + self.bboxmin[1]) / 2))
#Find sheet coordinates of the specified position
self.coor = self.matrixidx2sheet(*self.pos)
self.y_deg = self.coor[1] * (self.fov_y / 2) / 0.5
self.x_deg = self.coor[0] * (self.fov_x / 2) / (self.ratio / 2)
# The unit of uvcdynctrl is 1/64th of a degree
## HACK problem with the scaling. so divide by 2.
##it doesn't come from the fov or resolution maybe from somewhere with the coordinates
self.y_deg_uvc = self.y_deg * 64 / 2
self.x_deg_uvc = self.x_deg * 64 / 2
self.message("Coordinates of the new position: (%f,%f)" %
(self.coor[0], self.coor[1]))
self.verbose(
"Current position of the camera (%f,%f) along the two directions of the camera"
% (self.curr_x, self.curr_y))
self.verbose("Movements in degrees of uvcdynctrl (%f,%f)" %
(self.x_deg_uvc, self.y_deg_uvc))
#Use class PTZ in order to move the camera with uvcdynctrl
# Max Ranges (determined with uvcdynctrl -v -c)
if ((self.curr_y + self.y_deg_uvc < self.maxrange_y)
and (self.curr_y + self.y_deg_uvc > -self.maxrange_y)):
self.curr_y += self.y_deg_uvc
self.ptz.tilt(self.y_deg_uvc)
else:
self.message("The camera can't move further along y")
if ((self.curr_x + self.x_deg_uvc < self.maxrange_x)
and (self.curr_x + self.x_deg_uvc > -self.maxrange_x)):
self.curr_x += self.x_deg_uvc
self.ptz.pan(self.x_deg_uvc)
else:
self.message("The camera can't move further along x")
def process_current_time(self):
if hasattr(self, 'input_data'):
#Find the brightest pixel of the image, put it in white and other pixels in black
result = self.determine_next_position(self.input_data)
self.activity *= 0
if result: # Draw a box around the returned location
self.pos, self.bboxmin, self.bboxmax, self.brightpixel = result
self.draw_boxes(self.input_data, self.bboxmin, self.bboxmax)
self.activity += self.input_data
self.send_output(src_port='Activity', data=self.activity)
del self.input_data
if not result:
return # Else move camera
self.move_camera(self.pos, self.bboxmin, self.bboxmax,
self.brightpixel)