1 /* 2 * Copyright (C) 2011 The Android Open Source Project 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 /*$Id: db_feature_detection.h,v 1.3 2011/06/17 14:03:30 mbansal Exp $*/ 18 19 #ifndef DB_FEATURE_DETECTION_H 20 #define DB_FEATURE_DETECTION_H 21 22 /***************************************************************** 23 * Lean and mean begins here * 24 *****************************************************************/ 25 /*! 26 * \defgroup FeatureDetection Feature Detection 27 */ 28 #include "db_utilities.h" 29 #include "db_utilities_constants.h" 30 #include <stdlib.h> //for NULL 31 32 /*! 33 * \class db_CornerDetector_f 34 * \ingroup FeatureDetection 35 * \brief Harris corner detector for float images. 36 * 37 * This class performs Harris corner extraction on *float* images managed 38 * with functions in \ref LMImageBasicUtilities. 39 */ 40 class DB_API db_CornerDetector_f 41 { 42 public: 43 db_CornerDetector_f(); 44 ~db_CornerDetector_f(); 45 46 /*! 47 * Set parameters and pre-allocate memory. Return an upper bound 48 * on the number of corners detected in one frame. 49 * \param im_width width 50 * \param im_height height 51 * \param target_nr_corners 52 * \param nr_horizontal_blocks 53 * \param nr_vertical_blocks 54 * \param absolute_threshold 55 * \param relative_threshold 56 */ 57 unsigned long Init(int im_width,int im_height, 58 int target_nr_corners=DB_DEFAULT_TARGET_NR_CORNERS, 59 int nr_horizontal_blocks=DB_DEFAULT_NR_FEATURE_BLOCKS, 60 int nr_vertical_blocks=DB_DEFAULT_NR_FEATURE_BLOCKS, 61 double absolute_threshold=DB_DEFAULT_ABS_CORNER_THRESHOLD, 62 double relative_threshold=DB_DEFAULT_REL_CORNER_THRESHOLD); 63 64 /*! 65 * Detect the corners. 66 * x_coord and y_coord should be pre-allocated arrays of length returned by Init(). 67 * \param img row array pointer 68 * \param x_coord corner locations 69 * \param y_coord corner locations 70 * \param nr_corners actual number of corners computed 71 */ 72 void DetectCorners(const float * const *img,double *x_coord,double *y_coord,int *nr_corners) const; 73 void SetAbsoluteThreshold(double a_thresh) { m_a_thresh = a_thresh; }; 74 void SetRelativeThreshold(double r_thresh) { m_r_thresh = r_thresh; }; 75 protected: 76 void Clean(); 77 unsigned long Start(int im_width,int im_height, 78 int block_width,int block_height,unsigned long area_factor, 79 double absolute_threshold,double relative_threshold,int chunkwidth); 80 81 int m_w,m_h,m_cw,m_bw,m_bh; 82 /*Area factor holds the maximum number of corners to detect 83 per 10000 pixels*/ 84 unsigned long m_area_factor,m_max_nr; 85 double m_a_thresh,m_r_thresh; 86 float *m_temp_f; 87 double *m_temp_d; 88 float **m_strength,*m_strength_mem; 89 }; 90 /*! 91 * \class db_CornerDetector_u 92 * \ingroup FeatureDetection 93 * \brief Harris corner detector for byte images. 94 * 95 * This class performs Harris corner extraction on *byte* images managed 96 * with functions in \ref LMImageBasicUtilities. 97 */ 98 class DB_API db_CornerDetector_u 99 { 100 public: 101 db_CornerDetector_u(); 102 virtual ~db_CornerDetector_u(); 103 104 /*! 105 Copy ctor duplicates settings. 106 Memory is not copied. 107 */ 108 db_CornerDetector_u(const db_CornerDetector_u& cd); 109 /*! 110 Assignment optor duplicates settings. 111 Memory not copied. 112 */ 113 db_CornerDetector_u& operator=(const db_CornerDetector_u& cd); 114 115 /*! 116 * Set parameters and pre-allocate memory. Return an upper bound 117 * on the number of corners detected in one frame 118 */ 119 virtual unsigned long Init(int im_width,int im_height, 120 int target_nr_corners=DB_DEFAULT_TARGET_NR_CORNERS, 121 int nr_horizontal_blocks=DB_DEFAULT_NR_FEATURE_BLOCKS, 122 int nr_vertical_blocks=DB_DEFAULT_NR_FEATURE_BLOCKS, 123 double absolute_threshold=DB_DEFAULT_ABS_CORNER_THRESHOLD, 124 double relative_threshold=DB_DEFAULT_REL_CORNER_THRESHOLD); 125 126 /*! 127 * Detect the corners. 128 * Observe that the image should be overallocated by at least 256 bytes 129 * at the end. 130 * x_coord and y_coord should be pre-allocated arrays of length returned by Init(). 131 * Specifying image mask will restrict corner output to foreground regions. 132 * Foreground value can be specified using fgnd. By default any >0 mask value 133 * is considered to be foreground 134 * \param img row array pointer 135 * \param x_coord corner locations 136 * \param y_coord corner locations 137 * \param nr_corners actual number of corners computed 138 * \param msk row array pointer to mask image 139 * \param fgnd foreground value in the mask 140 */ 141 virtual void DetectCorners(const unsigned char * const *img,double *x_coord,double *y_coord,int *nr_corners, 142 const unsigned char * const * msk=NULL, unsigned char fgnd=255) const; 143 144 /*! 145 Set absolute feature threshold 146 */ 147 virtual void SetAbsoluteThreshold(double a_thresh) { m_a_thresh = a_thresh; }; 148 /*! 149 Set relative feature threshold 150 */ 151 virtual void SetRelativeThreshold(double r_thresh) { m_r_thresh = r_thresh; }; 152 153 /*! 154 Extract corners from a pre-computed strength image. 155 \param strength Harris strength image 156 \param x_coord corner locations 157 \param y_coord corner locations 158 \param nr_corners actual number of corners computed 159 */ 160 virtual void ExtractCorners(float ** strength, double *x_coord, double *y_coord, int *nr_corners); 161 protected: 162 virtual void Clean(); 163 /*The absolute threshold to this function should be 16.0 times 164 normal*/ 165 unsigned long Start(int im_width,int im_height, 166 int block_width,int block_height,unsigned long area_factor, 167 double absolute_threshold,double relative_threshold); 168 169 int m_w,m_h,m_bw,m_bh; 170 /*Area factor holds the maximum number of corners to detect 171 per 10000 pixels*/ 172 unsigned long m_area_factor,m_max_nr; 173 double m_a_thresh,m_r_thresh; 174 int *m_temp_i; 175 double *m_temp_d; 176 float **m_strength,*m_strength_mem; 177 }; 178 179 #endif /*DB_FEATURE_DETECTION_H*/ 180
