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MicroQRCodeDetector2D.h
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1/*
2 * Copyright (c) Meta Platforms, Inc. and affiliates.
3 *
4 * This source code is licensed under the MIT license found in the
5 * LICENSE file in the root directory of this source tree.
6 */
7
8#pragma once
9
11
15
16#include "ocean/base/Frame.h"
17
19#include "ocean/math/Vector2.h"
20
21namespace Ocean
22{
23
24namespace CV
25{
26
27namespace Detector
28{
29
30namespace QRCodes
31{
32
33/**
34 * This class implements a detector for Micro QR Codes.
35 * @ingroup cvdetectorqrcodes
36 */
37class OCEAN_CV_DETECTOR_QRCODES_EXPORT MicroQRCodeDetector2D : public MicroQRCodeDetector
38{
39 public:
40
41 /**
42 * Definition of an observation of Micro QR code in 2D
43 */
45 {
46 public:
47
48 /**
49 * Creates an invalid observation
50 */
51 Observation() = default;
52
53 /**
54 * Creates an valid observation
55 * @param code_T_camera The transformation that maps 3D coordinates in the Micro QR code grid to the camera frame of reference, i.e., `imagePoint = anyCamera.projectToImage(code_T_camera, codePoint)`
56 * @param finderPattern The finder patterns of the Micro QR Code
57 */
58 inline explicit Observation(const HomogenousMatrix4& code_T_camera, const FinderPattern& finderPattern);
59
60 /**
61 * Returns if the observation is valid
62 * @return True if the observation is valid, otherwise false
63 */
64 inline bool isValid() const;
65
66 /**
67 * Returns the transformation that maps coordinates in the Micro QR code grid to coordinates in the reference frame of the camera
68 * @return The transformation
69 */
70 inline const HomogenousMatrix4& code_T_camera() const;
71
72 /**
73 * Returns a pointer to the finder patterns
74 * @return The finder patterns
75 */
76 inline const FinderPattern& finderPattern() const;
77
78 protected:
79
80 /// The transformation that maps 3D coordinates in the Micro QR code grid to the camera frame of reference, i.e., `imagePoint = anyCamera.projectToImage(code_T_camera, codePoint)`
81 HomogenousMatrix4 code_T_camera_ = HomogenousMatrix4(false);
82
83 /// The finder pattern of the Micro QR code
85 };
86
87 /// Definition of a vector of observations
88 typedef std::vector<Observation> Observations;
89
90 public:
91
92 /**
93 * Detects Micro QR codes in an 8-bit grayscale image without lens distortion.
94 * Use this function for images without lens distortion, for example from pinhole cameras, screenshots, or similar.
95 * @param yFrame The frame in which Micro QR codes will be detected, must be valid, have its origin in the upper left corner, and have a pixel format that is compatible with Y8, minimum size is 15 x 15 pixels
96 * @param observations Optional observations of the detected Micro QR codes that will be returned, will be ignored for `nullptr`
97 * @param worker Optional worker instance for parallelization
98 * @param anyCamera The optionally returned camera profile that has been assumed internally
99 * @return The list of detected Micro QR codes
100 */
101 static inline MicroQRCodes detectMicroQRCodes(const Frame& yFrame, Observations* observations = nullptr, Worker* worker = nullptr, SharedAnyCamera* anyCamera = nullptr);
102
103 /**
104 * Detects Micro QR codes in an 8-bit grayscale image with lens distortions
105 * Use this function for images with lens distortions, for example fisheye lenses on head-mounted devices (HMD). This requires a calibrated camera.
106 * @param anyCamera The camera profile that produced the input image, must be valid
107 * @param yFrame The frame in which Micro QR codes will be detected, must be valid, match the camera size, have its origin in the upper left corner, and have a pixel format that is compatible with Y8, minimum size is 15 x 15 pixels
108 * @param observations Optional observations of the detected Micro QR codes that will be returned, will be ignored for `nullptr`
109 * @param worker Optional worker instance for parallelization
110 * @return The list of detected Micro QR codes
111 */
112 static inline MicroQRCodes detectMicroQRCodes(const AnyCamera& anyCamera, const Frame& yFrame, Observations* observations = nullptr, Worker* worker = nullptr);
113
114 /**
115 * Detects Micro QR codes in an 8-bit grayscale image
116 * @param anyCamera The camera profile that produced the input image, must be valid
117 * @param yFrame The frame in which Micro QR codes will be detected, must be valid, match the camera size, have its origin in the upper left corner, and have a pixel format that is compatible with Y8
118 * @param width The width of the input frame, range: [15, infinity)
119 * @param height The height of the input frame, range: [15, infinity)
120 * @param paddingElements The number of padding elements of the input frame, range: [0, infinity)
121 * @param observations Optional observations of the detected Micro QR codes that will be returned, will be ignored for `nullptr`
122 * @param worker Optional worker instance for parallelization
123 * @return The list of detected Micro QR codes
124 */
125 static MicroQRCodes detectMicroQRCodes(const AnyCamera& anyCamera, const uint8_t* const yFrame, const unsigned int width, const unsigned int height, const unsigned int paddingElements, Observations* observations = nullptr, Worker* worker = nullptr);
126};
127
128inline MicroQRCodeDetector2D::Observation::Observation(const HomogenousMatrix4& code_T_camera, const FinderPattern& finderPattern) :
129 code_T_camera_(code_T_camera),
130 finderPattern_(finderPattern)
131{
132 ocean_assert(isValid());
133}
134
136{
137 return code_T_camera_.isValid();
138}
139
141{
142 return code_T_camera_;
143}
144
146{
147 return finderPattern_;
148}
149
150inline MicroQRCodes MicroQRCodeDetector2D::detectMicroQRCodes(const Frame& yFrame, Observations* observations, Worker* worker, SharedAnyCamera* sharedAnyCamera)
151{
153 {
154 ocean_assert(false && "Frame must be valid and an 8 bit grayscale image and the pixel origin must be the upper left corner");
155 return MicroQRCodes();
156 }
157
158 Scalar fovX = Numeric::deg2rad(60);
159
160 if (yFrame.height() > yFrame.width())
161 {
162 // Avoid large FOV values for pinhole cameras.
163 fovX = AnyCamera::fovY2X(fovX, Scalar(yFrame.width()) / Scalar(yFrame.height()));
164 }
165
166 ocean_assert(fovX > Scalar(0));
167
168 AnyCameraPinhole anyCamera(PinholeCamera(yFrame.width(), yFrame.height(), fovX));
169
170 MicroQRCodes codes = detectMicroQRCodes(anyCamera, yFrame, observations, worker);
171
172 if (sharedAnyCamera)
173 {
174 *sharedAnyCamera = std::make_shared<AnyCameraPinhole>(std::move(anyCamera));
175 }
176
177 return codes;
178}
179
180inline MicroQRCodes MicroQRCodeDetector2D::detectMicroQRCodes(const AnyCamera& anyCamera, const Frame& yFrame, Observations* observations, Worker* worker)
181{
183 {
184 ocean_assert(false && "Frame must be valid and an 8 bit grayscale image and the pixel origin must be the upper left corner");
185 return MicroQRCodes();
186 }
187
188 return detectMicroQRCodes(anyCamera, yFrame.constdata<uint8_t>(), yFrame.width(), yFrame.height(), yFrame.paddingElements(), observations, worker);
189}
190
191} // namespace QRCodes
192
193} // namespace Detector
194
195} // namespace CV
196
197} // namespace Ocean
This class implements the abstract base class for all AnyCamera objects.
Definition AnyCamera.h:130
This class implements a specialized AnyCamera object wrapping the actual camera model.
Definition AnyCamera.h:494
Definition of a class for finder patterns of QR codes (squares in the top-left, top-right and bottom-...
Definition FinderPatternDetector.h:58
Definition of an observation of Micro QR code in 2D.
Definition MicroQRCodeDetector2D.h:45
FinderPattern finderPattern_
The finder pattern of the Micro QR code.
Definition MicroQRCodeDetector2D.h:84
Observation()=default
Creates an invalid observation.
bool isValid() const
Returns if the observation is valid.
Definition MicroQRCodeDetector2D.h:135
const HomogenousMatrix4 & code_T_camera() const
Returns the transformation that maps coordinates in the Micro QR code grid to coordinates in the refe...
Definition MicroQRCodeDetector2D.h:140
const FinderPattern & finderPattern() const
Returns a pointer to the finder patterns.
Definition MicroQRCodeDetector2D.h:145
This class implements a detector for Micro QR Codes.
Definition MicroQRCodeDetector2D.h:38
std::vector< Observation > Observations
Definition of a vector of observations.
Definition MicroQRCodeDetector2D.h:88
static MicroQRCodes detectMicroQRCodes(const AnyCamera &anyCamera, const uint8_t *const yFrame, const unsigned int width, const unsigned int height, const unsigned int paddingElements, Observations *observations=nullptr, Worker *worker=nullptr)
Detects Micro QR codes in an 8-bit grayscale image.
static MicroQRCodes detectMicroQRCodes(const Frame &yFrame, Observations *observations=nullptr, Worker *worker=nullptr, SharedAnyCamera *anyCamera=nullptr)
Detects Micro QR codes in an 8-bit grayscale image without lens distortion.
Definition MicroQRCodeDetector2D.h:150
This class implements common functionality of Micro QR code detectors but is not a stand-alone detect...
Definition MicroQRCodeDetector.h:33
static T fovY2X(const T fovY, const T aspectRatio)
Calculates the horizontal FOV from the vertical FOV and the aspect ratio of the camera image.
Definition Camera.h:417
This class implements Ocean's image class.
Definition Frame.h:1808
const T * constdata(const unsigned int planeIndex=0u) const
Returns a pointer to the read-only pixel data of a specific plane.
Definition Frame.h:4248
bool isValid() const
Returns whether this frame is valid.
Definition Frame.h:4528
unsigned int paddingElements(const unsigned int planeIndex=0u) const
Returns the optional number of padding elements at the end of each row for a specific plane.
Definition Frame.h:4122
@ FORMAT_Y8
Pixel format for grayscale images with byte order Y and 8 bits per pixel.
Definition Frame.h:594
unsigned int width() const
Returns the width of the frame format in pixel.
Definition Frame.h:3170
PixelOrigin pixelOrigin() const
Returns the pixel origin of the frame.
Definition Frame.h:3215
static bool arePixelFormatsCompatible(const PixelFormat pixelFormatA, const PixelFormat pixelFormatB)
Returns whether two given pixel formats are compatible.
PixelFormat pixelFormat() const
Returns the pixel format of the frame.
Definition Frame.h:3180
@ ORIGIN_UPPER_LEFT
The first pixel lies in the upper left corner, the last pixel in the lower right corner.
Definition Frame.h:1050
unsigned int height() const
Returns the height of the frame in pixel.
Definition Frame.h:3175
static constexpr T deg2rad(const T deg)
Converts deg to rad.
Definition Numeric.h:3232
This class implements a worker able to distribute function calls over different threads.
Definition Worker.h:33
float Scalar
Definition of a scalar type.
Definition Math.h:129
std::shared_ptr< AnyCamera > SharedAnyCamera
Definition of a shared pointer holding an AnyCamera object with Scalar precision.
Definition AnyCamera.h:60
PinholeCameraT< Scalar > PinholeCamera
Definition of an pinhole camera object with Scalar precision.
Definition PinholeCamera.h:39
std::vector< MicroQRCode > MicroQRCodes
Definition of a vector of Micro QR codes.
Definition MicroQRCode.h:28
std::vector< QRCode > QRCodes
Definition of a vector of QR codes.
Definition QRCode.h:28
The namespace covering the entire Ocean framework.
Definition Accessor.h:15