/******************************************************* * Copyright (c) 2015, ArrayFire * All rights reserved. * * This file is distributed under 3-clause BSD license. * The complete license agreement can be obtained at: * http://arrayfire.com/licenses/BSD-3-Clause ********************************************************/ #include #include #include using namespace af; static void susan_demo(bool console) { // Load image array img_color; if (console) img_color = loadImage(ASSETS_DIR "/examples/images/square.png", true); else img_color = loadImage(ASSETS_DIR "/examples/images/man.jpg", true); // Convert the image from RGB to gray-scale array img = colorSpace(img_color, AF_GRAY, AF_RGB); // For visualization in ArrayFire, color images must be in the [0.0f-1.0f] interval img_color /= 255.f; features feat = susan(img, 3, 32.0f, 10, 0.05f, 3); if (!(feat.getNumFeatures() > 0)) { printf("No features found, exiting\n"); return; } float* h_x = feat.getX().host(); float* h_y = feat.getY().host(); // Draw draw_len x draw_len crosshairs where the corners are const int draw_len = 3; for (size_t f = 0; f < feat.getNumFeatures(); f++) { int x = h_x[f]; int y = h_y[f]; img_color(x, seq(y-draw_len, y+draw_len), 0) = 0.f; img_color(x, seq(y-draw_len, y+draw_len), 1) = 1.f; img_color(x, seq(y-draw_len, y+draw_len), 2) = 0.f; // Draw vertical line of (draw_len * 2 + 1) pixels centered on the corner // Set only the first channel to 1 (green lines) img_color(seq(x-draw_len, x+draw_len), y, 0) = 0.f; img_color(seq(x-draw_len, x+draw_len), y, 1) = 1.f; img_color(seq(x-draw_len, x+draw_len), y, 2) = 0.f; } printf("Features found: %lu\n", feat.getNumFeatures()); if (!console) { af::Window wnd("FAST Feature Detector"); // Previews color image with green crosshairs while(!wnd.close()) wnd.image(img_color); } else { af_print(feat.getX()); af_print(feat.getY()); af_print(feat.getScore()); } } int main(int argc, char** argv) { int device = argc > 1 ? atoi(argv[1]) : 0; bool console = argc > 2 ? argv[2][0] == '-' : false; try { af::setDevice(device); af::info(); std::cout << "** ArrayFire FAST Feature Detector Demo **" << std::endl << std::endl; susan_demo(console); } catch (af::exception& ae) { std::cerr << ae.what() << std::endl; throw; } return 0; }