OpenEV
Extending OpenCV to event-based vision
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abstract-representation.hpp
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1
6#ifndef OPENEV_REPRESENTATIONS_ABSTRACT_REPRESENTATION_HPP
7#define OPENEV_REPRESENTATIONS_ABSTRACT_REPRESENTATION_HPP
8
10#include <array>
11#include <cstddef>
12#include <limits>
13#include <memory>
14#include <opencv2/core/hal/interface.h>
15#include <opencv2/core/mat.hpp>
16#include <opencv2/core/mat.inl.hpp>
17#include <opencv2/core/matx.hpp>
18#include <opencv2/core/traits.hpp>
19#include <opencv2/core/utils/logger.hpp>
20#include <opencv2/imgproc.hpp>
21#include <opencv2/viz/types.hpp>
22#include <stdint.h>
23#include <type_traits>
24
25namespace ev {
27template <typename T, std::size_t N>
28class Array_;
29template <typename T>
30class Event_;
31template <typename T>
32class Queue_;
33template <typename T>
34class Vector_;
36
37enum RepresentationOptions : uint8_t {
38 NONE = 0b00000000,
39 IGNORE_POLARITY = 0b00000001,
40 ONLY_IF_POSITIVE = 0b00000010,
41 ONLY_IF_NEGATIVE = 0b00000100
42};
43constexpr bool REPRESENTATION_OPTION_CHECK(const uint8_t a, const RepresentationOptions b) {
44 return static_cast<bool>(a & static_cast<uint8_t>(b));
45}
46
48template <typename T, typename = void>
49struct DataTypeTrait {
50 using type = T;
51};
52
53template <typename T>
54struct DataTypeTrait<T, std::void_t<typename T::value_type>> {
55 using type = typename T::value_type;
56};
57
58template <typename T>
59class TypeHelper {
60public:
61 using Type = T;
62 using TypeArray = std::array<T, 3>;
63 using PrimitiveDataType = typename DataTypeTrait<T>::type;
64 using FloatingPointType = typename std::conditional<std::is_same<T, double>::value, double, float>::type;
65 using ChannelType = typename cv::Mat_<PrimitiveDataType>;
66 static constexpr int NumChannels = cv::DataType<T>::channels;
67
68 static constexpr TypeArray initialize() {
69 if constexpr(std::is_floating_point_v<PrimitiveDataType>) {
70 return TypeArray{repeat(1.0), repeat(-1.0), repeat(0.0)};
71 } else {
72 if constexpr(NumChannels == 1) {
73 constexpr Type white = 255;
74 constexpr Type black = 0;
75 constexpr Type gray = 128;
76 return TypeArray{white, black, gray};
77 } else {
78 return TypeArray{Type(255, 0, 0), Type(0, 0, 255), Type(0, 0, 0)};
79 }
80 }
81 }
82
83 static constexpr Type repeat(const double &value) {
84 if constexpr(NumChannels == 1) {
85 return static_cast<Type>(value);
86 } else {
87 Type ret;
88 for(int i = 0; i < NumChannels; i++) {
89 ret[i] = value;
90 }
91 return ret;
92 }
93 }
94
95 static constexpr Type convert(const cv::viz::Color &color) {
96 if constexpr(NumChannels == 1) {
97 return color[0];
98 } else {
99 Type ret;
100 for(int i = 0; i < NumChannels; i++) {
101 ret[i] = color[i];
102 }
103 return ret;
104 }
105 }
106
107 static cv::viz::Color convert(const Type &noncolor) {
108 if constexpr(NumChannels == 1) {
109 return cv::viz::Color(noncolor);
110 } else {
111 cv::viz::Color ret;
112 for(int i = 0; i < NumChannels; i++) {
113 ret[i] = noncolor[i];
114 }
115 return ret;
116 }
117 }
118};
120
124template <typename T, const RepresentationOptions Options = RepresentationOptions::NONE, typename E = int>
126public:
127 using Type = typename TypeHelper<T>::Type;
128
130 AbstractRepresentation_() = default;
131 virtual ~AbstractRepresentation_() = default;
134 AbstractRepresentation_ &operator=(const AbstractRepresentation_ &) = delete;
135 AbstractRepresentation_ &operator=(AbstractRepresentation_ &&) noexcept = delete;
137
142 [[nodiscard]] inline std::size_t count() const { return count_; }
143
148 [[nodiscard]] inline TimeType duration() const {
149 if(tLimits_[MIN] == std::numeric_limits<TimeType>::max() || tLimits_[MAX] == std::numeric_limits<TimeType>::min()) {
150 return -1;
151 }
152 return tLimits_[MAX] - tLimits_[MIN];
153 }
154
159 [[nodiscard]] inline TimeType midTime() const {
160 if(tLimits_[MIN] == std::numeric_limits<TimeType>::max() || tLimits_[MAX] == std::numeric_limits<TimeType>::min()) {
161 return -1;
162 }
163 return 0.5f * (tLimits_[MAX] + tLimits_[MIN]);
164 }
165
170 void clear();
171
176 void clear(const cv::Mat &background);
177
184 bool insert(const Event_<E> &e);
185
191 template <std::size_t N>
192 bool insert(const Array_<E, N> &array);
193
199 bool insert(const Vector_<E> &vector);
200
207 bool insert(Queue_<E> &queue, const bool keep_events_in_queue = false);
208
214 void setTimeOffset(const Event_<E> &e) {
215 timeOffset_ = -e.t;
216 }
217
223 inline void setValue(const bool polarity, const Type &value) {
224 if(polarity) {
225 V_ON = value;
226 } else {
227 V_OFF = value;
228 }
229 colormap_ = nullptr;
230 this->clear();
231 }
232
237 inline void setValue(const Type &value) {
238 V_RESET = value;
239 colormap_ = nullptr;
240 this->clear();
241 }
242
249 inline void setValues(const Type &positive, const Type &negative, const Type &reset) {
250 V_ON = positive;
251 V_OFF = negative;
252 V_RESET = reset;
253 colormap_ = nullptr;
254 this->clear();
255 }
256
263 inline void setColor(const bool polarity, const cv::viz::Color &color) {
264 setValue(polarity, TypeHelper<T>::convert(color));
265 }
266
272 inline void setColor(const cv::viz::Color &color) {
273 setValue(TypeHelper<T>::convert(color));
274 }
275
283 inline void setColors(const cv::viz::Color &positive, const cv::viz::Color &negative, const cv::viz::Color &reset) {
284 setValues(TypeHelper<T>::convert(positive), TypeHelper<T>::convert(negative), TypeHelper<T>::convert(reset));
285 }
286
292 inline void setColormap(const cv::ColormapTypes cm) {
293 if constexpr(TypeHelper<T>::NumChannels == 1) {
294 CV_LOG_ERROR(nullptr, "setColorMap: Colormap can only be used with 3-channel representations");
295 } else {
296 colormap_ = std::make_unique<cv::ColormapTypes>(cm);
297
298 constexpr std::array<uchar, 3> aux1_data = {0, 128, 255};
299 cv::Mat aux1(1, 3, CV_8UC1, const_cast<uchar *>(aux1_data.data()));
300 cv::Mat aux3;
301 cv::applyColorMap(aux1, aux3, *colormap_);
302
303 if constexpr(REPRESENTATION_OPTION_CHECK(Options, RepresentationOptions::IGNORE_POLARITY)) {
304 V_ON = aux3.at<cv::Vec3b>(0, 2);
305 V_RESET = aux3.at<cv::Vec3b>(0, 0);
306 } else {
307 V_ON = aux3.at<cv::Vec3b>(0, 2);
308 V_OFF = aux3.at<cv::Vec3b>(0, 0);
309 V_RESET = aux3.at<cv::Vec3b>(0, 1);
310 }
311 this->clear();
312 }
313 }
314
315protected:
317 enum : uint8_t { MIN,
318 MAX };
319
320 Type V_ON = TypeHelper<T>::initialize()[0];
321 Type V_OFF = TypeHelper<T>::initialize()[1];
322 Type V_RESET = TypeHelper<T>::initialize()[2];
323
324 TimeType timeOffset_{0};
325 std::array<TimeType, 2> tLimits_{std::numeric_limits<TimeType>::max(), std::numeric_limits<TimeType>::min()};
326 std::size_t count_{0};
327 std::unique_ptr<cv::ColormapTypes> colormap_;
328
329 virtual void clear_() = 0;
330 virtual void clear_(const cv::Mat &background) = 0;
331 virtual bool insert_(const Event_<E> &e) = 0;
333};
334
335} // namespace ev
336
338#include "openev/representations/abstract-representation.tpp"
340
341#endif // OPENEV_REPRESENTATIONS_ABSTRACT_REPRESENTATION_HPP
This is an auxiliary class. This class cannot be instanced.
Definition abstract-representation.hpp:125
void setColors(const cv::viz::Color &positive, const cv::viz::Color &negative, const cv::viz::Color &reset)
Set colors for ON, OFF, and non-activated pixels. For more information, please refer here.
Definition abstract-representation.hpp:283
void clear()
Remove all events from the representation.
bool insert(const Vector_< E > &vector)
Insert a vector of events in the representation.
void setColor(const cv::viz::Color &color)
Set colors for non-activated pixels (background). For more information, please refer here.
Definition abstract-representation.hpp:272
typename TypeHelper< T >::Type Type
Definition abstract-representation.hpp:127
TimeType midTime() const
Calculate the midpoint time between the oldest and the newest event.
Definition abstract-representation.hpp:159
bool insert(const Event_< E > &e)
Insert one event in the representation.
void setColor(const bool polarity, const cv::viz::Color &color)
Set colors for ON and OFF pixels. For more information, please refer here.
Definition abstract-representation.hpp:263
void setColormap(const cv::ColormapTypes cm)
Set colormap for the representation.
Definition abstract-representation.hpp:292
std::size_t count() const
Number of events integrated in the representation.
Definition abstract-representation.hpp:142
void setValue(const bool polarity, const Type &value)
Set values for ON and OFF pixels.
Definition abstract-representation.hpp:223
TimeType duration() const
Time difference between the oldest and the newest event integrated in the representation.
Definition abstract-representation.hpp:148
bool insert(const Array_< E, N > &array)
Insert an array of events in the representation.
bool insert(Queue_< E > &queue, const bool keep_events_in_queue=false)
Insert a queue of events in the representation.
void setValues(const Type &positive, const Type &negative, const Type &reset)
Set values for ON, OFF, and non-activated pixels.
Definition abstract-representation.hpp:249
void setTimeOffset(const Event_< E > &e)
Set time offset.
Definition abstract-representation.hpp:214
void clear(const cv::Mat &background)
Remove all events from the representation and add a background image.
void setValue(const Type &value)
Set value for non-activated pixels (background).
Definition abstract-representation.hpp:237
This class extends std::array to implement event arrays. For more information, please refer here.
Definition array.hpp:24
This class extends cv::Point_<T> for event data. For more information, please refer here.
Definition types.hpp:77
TimeType t
Definition types.hpp:79
This class extends std::queue to implement event queues. For more information, please refer here.
Definition queue.hpp:23
This class extends std::vector to implement event vectors. For more information, please refer here.
Definition vector.hpp:23
Basic event-based vision structures based on OpenCV components.