1 import pyvision as pv
2 from EyesFile import EyesFile
3 import os.path
4
5
7 '''
8 Given eye coordinates estimate the face rectangle
9 Assumes the face is reasonably horizontal.
10 '''
11 truth_rect = pv.BoundingRect(eye1, eye2)
12 truth_rect.w = 3.0 * truth_rect.w
13 truth_rect.h = truth_rect.w
14 truth_rect.x = truth_rect.x - 0.33 * truth_rect.w
15 truth_rect.y = truth_rect.y - 0.4 * truth_rect.w
16 return truth_rect
17
18
20
23 self.key = None
24 self.person_id = None
25 self.image = None
26 self.left_eye = None
27 self.right_eye = None
28 self.nose = None
29 self.mouth = None
30 self.face_rect = None
31
32
33
34
37
39 w,h,rx,ry,rw,rh = -1,-1,-1,-1,-1,-1
40 if self.image != None:
41 w,h = self.image.size
42 if self.face_rect != None:
43 rx,ry,rw,rh = self.face_rect.asTuple()
44 else:
45 rect = faceFromEyes(self.left_eye,self.right_eye)
46 rx,ry,rw,rh = rect.asTuple()
47 return "FaceObject(%s, image: w%d h%d, face: x%d y%d w%d h%d)"%(self.key,w,h,rx,ry,rw,rh)
57
58
60
62 ''' Create an object that manages a FERET face database. '''
63 self.image_ext = ".pgm"
64
65 coord_name = os.path.join(pv.__path__[0],'data','csuScrapShots','coords.txt')
66 self.eyes_file = EyesFile(coord_name)
67
68 gender_file = os.path.join(pv.__path__[0],'data','csuScrapShots','gender.txt')
69 f = open(gender_file)
70 self.gender = {}
71 for line in f:
72 name,gender = line.split()
73 name = name.split('.')[0]
74 self.gender[name] = gender
75
76 self.image_path = os.path.join(pv.__path__[0],'data','csuScrapShots')
77
78
79
80
82 return self.eyes_file.files()
83
85 assert self.eyes_file.hasFile(key)
86
87 face_obj = FaceDatabase.FaceObject()
88 face_obj.key = key
89 face_obj.person_id = key[:5]
90
91 leye,reye = self.eyes_file.getEyes(key)[0]
92 face_obj.left_eye = leye
93 face_obj.right_eye = reye
94
95 im_name = os.path.join(self.image_path,key+self.image_ext)
96 im = pv.Image(im_name)
97 face_obj.image = im
98
99 face_obj.gender = self.gender[key]
100
101 return face_obj
102
104
105 - def __init__(self,image_path, image_ext=".pgm", coord_file=None):
106 ''' Create an object that manages a FERET face database. '''
107 self.image_path = image_path
108 self.image_ext = image_ext
109
110 if coord_file == None:
111 coord_name = os.path.join(pv.__path__[0],'analysis','FaceAnalysis','data','coords.3368')
112 self.eyes_file = EyesFile(coord_name)
113 else:
114 self.eyes_file = EyesFile(coord_name)
115
116
118 return self.eyes_file.files()
119
121 assert self.eyes_file.hasFile(key)
122
123 face_obj = FaceDatabase.FaceObject()
124 face_obj.key = key
125 face_obj.person_id = key[:5]
126
127 leye,reye = self.eyes_file.getEyes(key)[0]
128 face_obj.left_eye = leye
129 face_obj.right_eye = reye
130
131 im_name = os.path.join(self.image_path,key+self.image_ext)
132 im = pv.Image(im_name)
133 face_obj.image = im
134
135 return face_obj
136
138
139 - def __init__(self,image_path, image_ext=".jpg", coord_file=None):
140 ''' Create an object that manages a FERET face database. '''
141 self.image_path = image_path
142 self.image_ext = image_ext
143
144 coord_name = os.path.join(pv.__path__[0], 'analysis', 'FaceAnalysis', 'data', 'pie_illum_coords.csv')
145 pie_months =['oct_2000-nov_2000','nov_2000-dec_2000']
146
147
148
149
150
151 eyes = {}
152 for line in open(coord_name):
153
154 month,sub,pose,lx,ly,rx,ry = line.split(',')
155
156 lx = float(lx)
157 ly = float(ly)
158 rx = float(rx)
159 ry = float(ry)
160
161 key = (month,sub,int(pose))
162
163
164 eyes[key] = (pv.Point(lx,ly),pv.Point(rx,ry))
165
166 self.eyes = eyes
167
168
169 keys = []
170
171 for month in pie_months:
172 month_dir = os.path.join(self.image_path,month)
173 for sub in os.listdir(month_dir):
174 if sub[0] != '0' or len(sub) != 5:
175 continue
176 illum_dir = os.path.join(month_dir,sub,"ILLUM")
177 for filename in os.listdir(illum_dir):
178 pose,illum = filename.split('.')[0].split('_')
179 pose = int(pose)
180 illum = int(illum)
181 key = (month,sub,pose,illum)
182 keys.append(key)
183
184 self.key_list = keys
185
186
189
191 assert key in self.key_list
192
193 face_obj = FaceDatabase.FaceObject()
194 month,sub,pose,illum = key
195 pose = int(pose)
196 illum = int(illum)
197
198 face_obj.key = key
199 face_obj.person_id = key[1]
200
201 filename = os.path.join(self.image_path,month,sub,"ILLUM","%02d_%02d"%(pose,illum)+self.image_ext)
202
203 face_obj.image = pv.Image(filename)
204
205 key = (month,sub,pose)
206
207 if self.eyes.has_key(key):
208 leye,reye = self.eyes[key]
209
210 face_obj.left_eye = leye
211 face_obj.right_eye = reye
212
213 return face_obj
214
216
217 - def __init__(self,image_path, image_ext=".jpg", coord_file=None):
218 ''' Create an object that manages a FERET face database. '''
219 self.image_path = image_path
220 self.image_ext = image_ext
221
222 coord_name = os.path.join(pv.__path__[0], 'analysis', 'FaceAnalysis', 'data', 'pie_illum_c27.txt')
223 pie_months =['oct_2000-nov_2000','nov_2000-dec_2000']
224
225
226
227
228
229 eyes = {}
230 for line in open(coord_name):
231
232 data = line.split()
233 if len(data) != 5:
234 print "Warning: expected 5 values: <", data, ">"
235 print " in file:",coord_name
236 continue
237 sub,lx,ly,rx,ry = data
238
239 lx = float(lx)
240 ly = float(ly)
241 rx = float(rx)
242 ry = float(ry)
243
244 key = sub
245
246
247 eyes[key] = (pv.Point(lx,ly),pv.Point(rx,ry))
248
249 self.eyes = eyes
250
251
252 keys = []
253
254 for month in pie_months:
255 month_dir = os.path.join(self.image_path,month)
256 for sub in os.listdir(month_dir):
257 if sub[0] != '0' or len(sub) != 5:
258 continue
259 illum_dir = os.path.join(month_dir,sub,"ILLUM")
260 for filename in os.listdir(illum_dir):
261 pose,illum = filename.split('.')[0].split('_')
262 pose = int(pose)
263 illum = int(illum)
264 if pose != 27:
265 continue
266 key = (month,sub,pose,illum)
267 keys.append(key)
268
269 self.key_list = keys
270
271
274
276 assert key in self.key_list
277
278 face_obj = FaceDatabase.FaceObject()
279 month,sub,pose,illum = key
280 pose = int(pose)
281 illum = int(illum)
282
283 face_obj.key = key
284 face_obj.person_id = key[1]
285
286 filename = os.path.join(self.image_path,month,sub,"ILLUM","%02d_%02d"%(pose,illum)+self.image_ext)
287
288 face_obj.image = pv.Image(filename)
289
290 key = sub
291
292 if self.eyes.has_key(key):
293 leye,reye = self.eyes[key]
294
295 face_obj.left_eye = leye
296 face_obj.right_eye = reye
297
298 return face_obj
299
300
301