geom.h
8.95 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
/* Copyright 2016 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
#ifndef TENSORFLOW_EXAMPLES_ANDROID_JNI_OBJECT_TRACKING_GEOM_H_
#define TENSORFLOW_EXAMPLES_ANDROID_JNI_OBJECT_TRACKING_GEOM_H_
#include "tensorflow/examples/android/jni/object_tracking/logging.h"
#include "tensorflow/examples/android/jni/object_tracking/utils.h"
namespace tf_tracking {
struct Size {
Size(const int width, const int height) : width(width), height(height) {}
int width;
int height;
};
class Point2f {
public:
Point2f() : x(0.0f), y(0.0f) {}
Point2f(const float x, const float y) : x(x), y(y) {}
inline Point2f operator- (const Point2f& that) const {
return Point2f(this->x - that.x, this->y - that.y);
}
inline Point2f operator+ (const Point2f& that) const {
return Point2f(this->x + that.x, this->y + that.y);
}
inline Point2f& operator+= (const Point2f& that) {
this->x += that.x;
this->y += that.y;
return *this;
}
inline Point2f& operator-= (const Point2f& that) {
this->x -= that.x;
this->y -= that.y;
return *this;
}
inline Point2f operator- (const Point2f& that) {
return Point2f(this->x - that.x, this->y - that.y);
}
inline float LengthSquared() {
return Square(this->x) + Square(this->y);
}
inline float Length() {
return sqrtf(LengthSquared());
}
inline float DistanceSquared(const Point2f& that) {
return Square(this->x - that.x) + Square(this->y - that.y);
}
inline float Distance(const Point2f& that) {
return sqrtf(DistanceSquared(that));
}
float x;
float y;
};
inline std::ostream& operator<<(std::ostream& stream, const Point2f& point) {
stream << point.x << "," << point.y;
return stream;
}
class BoundingBox {
public:
BoundingBox()
: left_(0),
top_(0),
right_(0),
bottom_(0) {}
BoundingBox(const BoundingBox& bounding_box)
: left_(bounding_box.left_),
top_(bounding_box.top_),
right_(bounding_box.right_),
bottom_(bounding_box.bottom_) {
SCHECK(left_ < right_, "Bounds out of whack! %.2f vs %.2f!", left_, right_);
SCHECK(top_ < bottom_, "Bounds out of whack! %.2f vs %.2f!", top_, bottom_);
}
BoundingBox(const float left,
const float top,
const float right,
const float bottom)
: left_(left),
top_(top),
right_(right),
bottom_(bottom) {
SCHECK(left_ < right_, "Bounds out of whack! %.2f vs %.2f!", left_, right_);
SCHECK(top_ < bottom_, "Bounds out of whack! %.2f vs %.2f!", top_, bottom_);
}
BoundingBox(const Point2f& point1, const Point2f& point2)
: left_(MIN(point1.x, point2.x)),
top_(MIN(point1.y, point2.y)),
right_(MAX(point1.x, point2.x)),
bottom_(MAX(point1.y, point2.y)) {}
inline void CopyToArray(float* const bounds_array) const {
bounds_array[0] = left_;
bounds_array[1] = top_;
bounds_array[2] = right_;
bounds_array[3] = bottom_;
}
inline float GetWidth() const {
return right_ - left_;
}
inline float GetHeight() const {
return bottom_ - top_;
}
inline float GetArea() const {
const float width = GetWidth();
const float height = GetHeight();
if (width <= 0 || height <= 0) {
return 0.0f;
}
return width * height;
}
inline Point2f GetCenter() const {
return Point2f((left_ + right_) / 2.0f,
(top_ + bottom_) / 2.0f);
}
inline bool ValidBox() const {
return GetArea() > 0.0f;
}
// Returns a bounding box created from the overlapping area of these two.
inline BoundingBox Intersect(const BoundingBox& that) const {
const float new_left = MAX(this->left_, that.left_);
const float new_right = MIN(this->right_, that.right_);
if (new_left >= new_right) {
return BoundingBox();
}
const float new_top = MAX(this->top_, that.top_);
const float new_bottom = MIN(this->bottom_, that.bottom_);
if (new_top >= new_bottom) {
return BoundingBox();
}
return BoundingBox(new_left, new_top, new_right, new_bottom);
}
// Returns a bounding box that can contain both boxes.
inline BoundingBox Union(const BoundingBox& that) const {
return BoundingBox(MIN(this->left_, that.left_),
MIN(this->top_, that.top_),
MAX(this->right_, that.right_),
MAX(this->bottom_, that.bottom_));
}
inline float PascalScore(const BoundingBox& that) const {
SCHECK(GetArea() > 0.0f, "Empty bounding box!");
SCHECK(that.GetArea() > 0.0f, "Empty bounding box!");
const float intersect_area = this->Intersect(that).GetArea();
if (intersect_area <= 0) {
return 0;
}
const float score =
intersect_area / (GetArea() + that.GetArea() - intersect_area);
SCHECK(InRange(score, 0.0f, 1.0f), "Invalid score! %.2f", score);
return score;
}
inline bool Intersects(const BoundingBox& that) const {
return InRange(that.left_, left_, right_)
|| InRange(that.right_, left_, right_)
|| InRange(that.top_, top_, bottom_)
|| InRange(that.bottom_, top_, bottom_);
}
// Returns whether another bounding box is completely inside of this bounding
// box. Sharing edges is ok.
inline bool Contains(const BoundingBox& that) const {
return that.left_ >= left_ &&
that.right_ <= right_ &&
that.top_ >= top_ &&
that.bottom_ <= bottom_;
}
inline bool Contains(const Point2f& point) const {
return InRange(point.x, left_, right_) && InRange(point.y, top_, bottom_);
}
inline void Shift(const Point2f shift_amount) {
left_ += shift_amount.x;
top_ += shift_amount.y;
right_ += shift_amount.x;
bottom_ += shift_amount.y;
}
inline void ScaleOrigin(const float scale_x, const float scale_y) {
left_ *= scale_x;
right_ *= scale_x;
top_ *= scale_y;
bottom_ *= scale_y;
}
inline void Scale(const float scale_x, const float scale_y) {
const Point2f center = GetCenter();
const float half_width = GetWidth() / 2.0f;
const float half_height = GetHeight() / 2.0f;
left_ = center.x - half_width * scale_x;
right_ = center.x + half_width * scale_x;
top_ = center.y - half_height * scale_y;
bottom_ = center.y + half_height * scale_y;
}
float left_;
float top_;
float right_;
float bottom_;
};
inline std::ostream& operator<<(std::ostream& stream, const BoundingBox& box) {
stream << "[" << box.left_ << " - " << box.right_
<< ", " << box.top_ << " - " << box.bottom_
<< ", w:" << box.GetWidth() << " h:" << box.GetHeight() << "]";
return stream;
}
class BoundingSquare {
public:
BoundingSquare(const float x, const float y, const float size)
: x_(x), y_(y), size_(size) {}
explicit BoundingSquare(const BoundingBox& box)
: x_(box.left_), y_(box.top_), size_(box.GetWidth()) {
#ifdef SANITY_CHECKS
if (std::abs(box.GetWidth() - box.GetHeight()) > 0.1f) {
LOG(WARNING) << "This is not a square: " << box << std::endl;
}
#endif
}
inline BoundingBox ToBoundingBox() const {
return BoundingBox(x_, y_, x_ + size_, y_ + size_);
}
inline bool ValidBox() {
return size_ > 0.0f;
}
inline void Shift(const Point2f shift_amount) {
x_ += shift_amount.x;
y_ += shift_amount.y;
}
inline void Scale(const float scale) {
const float new_size = size_ * scale;
const float position_diff = (new_size - size_) / 2.0f;
x_ -= position_diff;
y_ -= position_diff;
size_ = new_size;
}
float x_;
float y_;
float size_;
};
inline std::ostream& operator<<(std::ostream& stream,
const BoundingSquare& square) {
stream << "[" << square.x_ << "," << square.y_ << " " << square.size_ << "]";
return stream;
}
inline BoundingSquare GetCenteredSquare(const BoundingBox& original_box,
const float size) {
const float width_diff = (original_box.GetWidth() - size) / 2.0f;
const float height_diff = (original_box.GetHeight() - size) / 2.0f;
return BoundingSquare(original_box.left_ + width_diff,
original_box.top_ + height_diff,
size);
}
inline BoundingSquare GetCenteredSquare(const BoundingBox& original_box) {
return GetCenteredSquare(
original_box, MIN(original_box.GetWidth(), original_box.GetHeight()));
}
} // namespace tf_tracking
#endif // TENSORFLOW_EXAMPLES_ANDROID_JNI_OBJECT_TRACKING_GEOM_H_