#include "Controller.h" #ifdef _WIN32 #include #else #include #include #include #endif #include #include #include #include #include #include #include #include #include "AsstDef.h" #include "Logger.hpp" #include "Resource.h" #include "UserConfiger.h" asst::Controller::Controller() : m_rand_engine(static_cast(time(nullptr))) { LogTraceFunction; #ifdef _WIN32 // 安全属性描述符 m_pipe_sec_attr.nLength = sizeof SECURITY_ATTRIBUTES; m_pipe_sec_attr.lpSecurityDescriptor = nullptr; m_pipe_sec_attr.bInheritHandle = TRUE; // 创建管道,本进程读-子进程写 BOOL pipe_read_ret = ::CreatePipe(&m_pipe_read, &m_pipe_child_write, &m_pipe_sec_attr, PipeBuffSize); // 创建管道,本进程写-子进程读 BOOL pipe_write_ret = ::CreatePipe(&m_pipe_write, &m_pipe_child_read, &m_pipe_sec_attr, PipeBuffSize); if (!pipe_read_ret || !pipe_write_ret) { throw "controller pipe created failed"; } m_child_startup_info.cb = sizeof(STARTUPINFO); m_child_startup_info.dwFlags = STARTF_USESTDHANDLES; m_child_startup_info.wShowWindow = SW_HIDE; // 重定向子进程的读写 m_child_startup_info.hStdInput = m_pipe_child_read; m_child_startup_info.hStdOutput = m_pipe_child_write; m_child_startup_info.hStdError = m_pipe_child_write; #else int pipe_in_ret = pipe(m_pipe_in); int pipe_out_ret = pipe(m_pipe_out); fcntl(m_pipe_out[PIPE_READ], F_SETFL, O_NONBLOCK); if (pipe_in_ret < 0 || pipe_out_ret < 0) { throw "controller pipe created failed"; } #endif m_pipe_buffer = std::make_unique(PipeBuffSize); if (!m_pipe_buffer) { throw "controller pipe buffer allocated failed"; } auto bind_pipe_working_proc = std::bind(&Controller::pipe_working_proc, this); m_cmd_thread = std::thread(bind_pipe_working_proc); } asst::Controller::~Controller() { LogTraceFunction; m_thread_exit = true; //m_thread_idle = true; m_cmd_condvar.notify_all(); m_completed_id = UINT_MAX; // make all WinMacor::wait to exit if (m_cmd_thread.joinable()) { m_cmd_thread.join(); } #ifndef _WIN32 if (m_child) { #else if (true) { #endif call_command(m_emulator_info.adb.release); } #ifdef _WIN32 ::CloseHandle(m_pipe_read); ::CloseHandle(m_pipe_write); ::CloseHandle(m_pipe_child_read); ::CloseHandle(m_pipe_child_write); #else close(m_pipe_in[PIPE_READ]); close(m_pipe_in[PIPE_WRITE]); close(m_pipe_out[PIPE_READ]); close(m_pipe_out[PIPE_WRITE]); #endif } bool asst::Controller::connect_adb(const std::string & address) { LogTraceScope("connect_adb " + address); std::string connect_cmd = utils::string_replace_all( utils::string_replace_all(m_emulator_info.adb.connect, "[Adb]", m_emulator_info.adb.path), "[Address]", address); auto&& [connect_ret, connect_result] = call_command(connect_cmd); // 端口即使错误,命令仍然会返回0,TODO 对connect_result进行判断 if (!connect_ret) { return false; } std::string display_cmd = utils::string_replace_all( utils::string_replace_all(m_emulator_info.adb.display, "[Adb]", m_emulator_info.adb.path), "[Address]", address); auto&& [display_ret, display_result] = call_command(display_cmd); if (!display_ret) { return false; } std::string display_pipe_str( std::make_move_iterator(display_result.begin()), std::make_move_iterator(display_result.end())); int size_value1 = 0; int size_value2 = 0; #ifdef _MSC_VER sscanf_s(display_pipe_str.c_str(), m_emulator_info.adb.display_format.c_str(), &size_value1, &size_value2); #else sscanf(display_pipe_str.c_str(), m_emulator_info.adb.display_format.c_str(), &size_value1, &size_value2); #endif // 为了防止抓取句柄的时候手机是竖屏的(还没进游戏),这里取大的值为宽,小的为高 // 总不能有人竖屏玩明日方舟吧(? m_emulator_info.adb.display_width = (std::max)(size_value1, size_value2); m_emulator_info.adb.display_height = (std::min)(size_value1, size_value2); constexpr double DefaultRatio = static_cast(WindowWidthDefault) / static_cast(WindowHeightDefault); double cur_ratio = static_cast(m_emulator_info.adb.display_width) / static_cast(m_emulator_info.adb.display_height); if (cur_ratio >= DefaultRatio // 说明是宽屏或默认16:9,按照高度计算缩放 || std::fabs(cur_ratio - DefaultRatio) < DoubleDiff) { int scale_width = static_cast(cur_ratio * WindowHeightDefault); m_scale_size = std::make_pair(scale_width, WindowHeightDefault); m_control_scale = static_cast(m_emulator_info.adb.display_height) / static_cast(WindowHeightDefault); } else { // 否则可能是偏正方形的屏幕,按宽度计算 int scale_height = static_cast(WindowWidthDefault / cur_ratio); m_scale_size = std::make_pair(WindowWidthDefault, scale_height); m_control_scale = static_cast(m_emulator_info.adb.display_width) / static_cast(WindowWidthDefault); } m_emulator_info.adb.click = utils::string_replace_all(utils::string_replace_all(m_emulator_info.adb.click, "[Adb]", m_emulator_info.adb.path), "[Address]", address); m_emulator_info.adb.swipe = utils::string_replace_all(utils::string_replace_all(m_emulator_info.adb.swipe, "[Adb]", m_emulator_info.adb.path), "[Address]", address); m_emulator_info.adb.screencap = utils::string_replace_all(utils::string_replace_all(m_emulator_info.adb.screencap, "[Adb]", m_emulator_info.adb.path), "[Address]", address); m_emulator_info.adb.release = utils::string_replace_all(m_emulator_info.adb.release, "[Adb]", m_emulator_info.adb.path); return true; } asst::Rect asst::Controller::shaped_correct(const Rect & rect) const { if (rect.empty()) { return rect; } // 明日方舟在异形屏上,有的地方是按比例缩放的,有的地方又是直接位移。没法整,这里简单粗暴一点截一个长条 Rect dst = rect; if (m_scale_size.first != WindowWidthDefault) { // 说明是宽屏 if (rect.width <= WindowWidthDefault / 2) { if (rect.x + rect.width <= WindowWidthDefault / 2) { // 整个矩形都在左半边 dst.x = 0; dst.width = m_scale_size.first / 2; } else if (rect.x >= WindowWidthDefault / 2) { // 整个矩形都在右半边 dst.x = m_scale_size.first / 2; dst.width = m_scale_size.first / 2; } else { // 整个矩形横跨了中线 dst.x = 0; dst.width = m_scale_size.first; } } else { dst.x = 0; dst.width = m_scale_size.first; } } else if (m_scale_size.second != WindowHeightDefault) { // 说明是偏方形屏 if (rect.height <= WindowHeightDefault / 2) { if (rect.y + rect.height <= WindowHeightDefault / 2) { // 整个矩形都在上半边 dst.y = 0; dst.height = m_scale_size.second / 2; } else if (rect.y >= WindowHeightDefault / 2) { // 整个矩形都在下半边 dst.y = m_scale_size.second / 2; dst.height = m_scale_size.second / 2; // 整个矩形横跨了中线 } else { dst.y = 0; dst.height = m_scale_size.second; } } else { dst.y = 0; dst.height = m_scale_size.second; } } return dst; } std::pair asst::Controller::get_scale_size() const noexcept { return m_scale_size; } void asst::Controller::pipe_working_proc() { LogTraceFunction; while (!m_thread_exit) { std::unique_lock cmd_queue_lock(m_cmd_queue_mutex); if (!m_cmd_queue.empty()) { // 队列中有任务就执行任务 std::string cmd = m_cmd_queue.front(); m_cmd_queue.pop(); cmd_queue_lock.unlock(); // todo 判断命令是否执行成功 call_command(cmd); ++m_completed_id; } //else if (!m_thread_idle) { // 队列中没有任务,又不是闲置的时候,就去截图 // cmd_queue_lock.unlock(); // auto start_time = std::chrono::steady_clock::now(); // screencap(); // cmd_queue_lock.lock(); // if (!m_cmd_queue.empty()) { // continue; // } // m_cmd_condvar.wait_until( // cmd_queue_lock, // start_time + std::chrono::milliseconds(1000)); // todo 时间写到配置文件里 //} else { //m_cmd_condvar.wait(cmd_queue_lock, [&]() -> bool {return !m_thread_idle; }); m_cmd_condvar.wait(cmd_queue_lock); } } } void asst::Controller::set_dirname(std::string dirname) noexcept { m_dirname = std::move(dirname); } bool asst::Controller::try_capture(const EmulatorInfo & info, bool without_handle) { LogTraceScope("try_capture | " + info.name); const HandleInfo& handle_info = info.handle; std::string adb_path; if (!without_handle) { // 使用模拟器自带的adb #ifdef _WIN32 // Only support Windows // 转成宽字符的 wchar_t* class_wbuff = nullptr; if (!handle_info.class_name.empty()) { int class_len = static_cast(handle_info.class_name.size() + 1U) * 2; class_wbuff = new wchar_t[class_len]; ::MultiByteToWideChar(CP_UTF8, 0, handle_info.class_name.c_str(), -1, class_wbuff, class_len); } wchar_t* window_wbuff = nullptr; if (!handle_info.window_name.empty()) { int window_len = static_cast(handle_info.window_name.size() + 1U) * 2; window_wbuff = new wchar_t[window_len]; memset(window_wbuff, 0, window_len); ::MultiByteToWideChar(CP_UTF8, 0, handle_info.window_name.c_str(), -1, window_wbuff, window_len); } // 查找窗口句柄 HWND window_handle = nullptr; window_handle = ::FindWindowExW(window_handle, nullptr, class_wbuff, window_wbuff); if (class_wbuff != nullptr) { delete[] class_wbuff; class_wbuff = nullptr; } if (window_wbuff != nullptr) { delete[] window_wbuff; window_wbuff = nullptr; } if (window_handle == nullptr) { return false; } std::string emulator_path; if (info.path.empty()) { // 获取模拟器窗口句柄对应的进程句柄 DWORD process_id = 0; ::GetWindowThreadProcessId(window_handle, &process_id); HANDLE process_handle = ::OpenProcess(PROCESS_QUERY_INFORMATION | PROCESS_VM_READ, FALSE, process_id); // 获取模拟器程序所在路径 LPSTR path_buff = new CHAR[MAX_PATH]; memset(path_buff, 0, MAX_PATH); DWORD path_size = MAX_PATH; QueryFullProcessImageNameA(process_handle, 0, path_buff, &path_size); emulator_path = std::string(path_buff); if (path_buff != nullptr) { delete[] path_buff; path_buff = nullptr; } if (emulator_path.empty()) { return false; } Resrc.cfg().set_emulator_path(info.name, emulator_path); Resrc.user().set_emulator_path(info.name, emulator_path); } else { emulator_path = info.path; } // 到这一步说明句柄和权限没问题了,接下来就是adb的事情了 m_emulator_info = info; Log.trace("Handle:", window_handle, "Name:", m_emulator_info.name); adb_path = emulator_path.substr(0, emulator_path.find_last_of('\\') + 1); adb_path = '"' + utils::string_replace_all(m_emulator_info.adb.path, "[EmulatorPath]", adb_path) + '"'; adb_path = utils::string_replace_all(adb_path, "[ExecDir]", m_dirname); #else Log.error("Capture handle is only supported on Windows!"); return false; #endif } else { // 使用辅助自带的标准adb m_emulator_info = info; #ifdef _WIN32 adb_path = '"' + utils::string_replace_all(m_emulator_info.adb.path, "[ExecDir]", m_dirname) + '"'; #else adb_path = m_emulator_info.adb.path; #endif } m_emulator_info.adb.path = std::move(adb_path); // 优先使用addresses里指定的地址 for (const std::string& address : info.adb.addresses) { if (connect_adb(address)) { return true; } } // 若指定地址都没连上,再尝试用devices查找地址 std::string devices_cmd = utils::string_replace_all(m_emulator_info.adb.devices, "[Adb]", m_emulator_info.adb.path); auto&& [devices_ret, devices_result] = call_command(devices_cmd); if (!devices_ret) { return false; } std::string devices_pipe_str( std::make_move_iterator(devices_result.begin()), std::make_move_iterator(devices_result.end())); auto lines = utils::string_split(devices_pipe_str, "\r\n"); std::string address; const std::regex address_regex(m_emulator_info.adb.address_regex); for (const std::string& line : lines) { std::smatch smatch; if (std::regex_match(line, smatch, address_regex)) { address = smatch[1]; } } Log.trace("device address", address); if (address.empty()) { return false; } return connect_adb(address); } //void asst::Controller::set_idle(bool flag) //{ // LogTraceFunction; // // m_thread_idle = flag; // if (!flag) { // // 开始前,立即截一张图,保证第一张图片非空 // //screencap(); // // m_cmd_condvar.notify_one(); // } //} std::pair> asst::Controller::call_command(const std::string & cmd) { LogTraceFunction; static std::mutex pipe_mutex; std::unique_lock pipe_lock(pipe_mutex); std::vector pipe_data; #ifdef _WIN32 PROCESS_INFORMATION process_info = { 0 }; // 进程信息结构体 ::CreateProcessA(nullptr, const_cast(cmd.c_str()), nullptr, nullptr, TRUE, CREATE_NO_WINDOW, nullptr, nullptr, &m_child_startup_info, &process_info); DWORD peek_num = 0; DWORD read_num = 0; do { //DWORD write_num = 0; //WriteFile(parent_write, cmd.c_str(), cmd.size(), &write_num, nullptr); while (::PeekNamedPipe(m_pipe_read, nullptr, 0, nullptr, &peek_num, nullptr) && peek_num > 0) { if (::ReadFile(m_pipe_read, m_pipe_buffer.get(), PipeBuffSize, &read_num, nullptr)) { pipe_data.insert(pipe_data.end(), m_pipe_buffer.get(), m_pipe_buffer.get() + read_num); } } } while (::WaitForSingleObject(process_info.hProcess, 0) == WAIT_TIMEOUT); DWORD exit_ret = 255; ::GetExitCodeProcess(process_info.hProcess, &exit_ret); ::CloseHandle(process_info.hProcess); ::CloseHandle(process_info.hThread); #else int exit_ret = 0; m_child = fork(); if (m_child == 0) { // child process LogTraceScope("Child process: " + cmd); std::cout << ("Child process: " + cmd) << std::endl; dup2(m_pipe_in[PIPE_READ], STDIN_FILENO); dup2(m_pipe_out[PIPE_WRITE], STDOUT_FILENO); dup2(m_pipe_out[PIPE_WRITE], STDERR_FILENO); // all these are for use by parent only // close(m_pipe_in[PIPE_READ]); // close(m_pipe_in[PIPE_WRITE]); // close(m_pipe_out[PIPE_READ]); // close(m_pipe_out[PIPE_WRITE]); exit_ret = execlp("sh", "sh", "-c", cmd.c_str(), nullptr); exit(exit_ret); } else if (m_child > 0) { // parent process // LogTraceScope("Parent process: " + cmd); do { ssize_t read_num = read(m_pipe_out[PIPE_READ], m_pipe_buffer.get(), PipeBuffSize); while (read_num > 0) { pipe_data.insert(pipe_data.end(), m_pipe_buffer.get(), m_pipe_buffer.get() + read_num); read_num = read(m_pipe_out[PIPE_READ], m_pipe_buffer.get(), PipeBuffSize); }; } while (::waitpid(m_child, nullptr, WNOHANG) == 0); } else { // failed to create child process } #endif Log.trace("Call `", cmd, "` ret", exit_ret, ", output size:", pipe_data.size()); if (!pipe_data.empty() && pipe_data.size() < 4096) { Log.trace("output:", std::string(pipe_data.cbegin(), pipe_data.cend())); } return make_pair(!exit_ret, std::move(pipe_data)); } void asst::Controller::convert_lf(std::vector&data) { LogTraceFunction; if (data.empty() || data.size() < 2) { return; } using Iter = std::vector::iterator; auto pred = [](const Iter& cur) -> bool { return *cur == '\r' && *(cur + 1) == '\n'; }; // find the first of "\r\n" Iter first_iter = data.end(); for (Iter iter = data.begin(); iter != data.end() - 1; ++iter) { if (pred(iter)) { first_iter = iter; break; } } if (first_iter == data.end()) { return; } // move forward all non-crlf elements Iter end_r1_iter = data.end() - 1; Iter next_iter = first_iter; while (++first_iter != end_r1_iter) { if (!pred(first_iter)) { *next_iter = std::move(*first_iter); ++next_iter; } } *next_iter = std::move(*end_r1_iter); ++next_iter; data.erase(next_iter, data.end()); } asst::Point asst::Controller::rand_point_in_rect(const Rect & rect) { int x = 0, y = 0; if (rect.width == 0) { x = rect.x; } else { int x_rand = std::poisson_distribution(rect.width / 2)(m_rand_engine); x = x_rand + rect.x; } if (rect.height == 0) { y = rect.y; } else { int y_rand = std::poisson_distribution(rect.height / 2)(m_rand_engine); y = y_rand + rect.y; } return Point(x, y); } void asst::Controller::random_delay() const { auto& opt = Resrc.cfg().get_options(); if (opt.control_delay_upper != 0) { LogTraceFunction; static std::default_random_engine rand_engine(static_cast(time(nullptr))); static std::uniform_int_distribution rand_uni( opt.control_delay_lower, opt.control_delay_upper); unsigned rand_delay = rand_uni(rand_engine); Log.trace("random_delay |", rand_delay, "ms"); std::this_thread::sleep_for(std::chrono::milliseconds(rand_delay)); } } int asst::Controller::push_cmd(const std::string & cmd) { random_delay(); std::unique_lock lock(m_cmd_queue_mutex); m_cmd_queue.emplace(cmd); m_cmd_condvar.notify_one(); return ++m_push_id; } void asst::Controller::wait(unsigned id) const noexcept { while (id > m_completed_id) { std::this_thread::sleep_for(std::chrono::milliseconds(50)); std::this_thread::yield(); } } bool asst::Controller::screencap() { LogTraceFunction; auto& adb = m_emulator_info.adb; auto&& [ret, data] = call_command(adb.screencap); if (!ret || data.empty()) { Log.error("Data is empty!"); return false; } if (m_image_convert_lf) { convert_lf(data); } std::function&)> decode_func = nullptr; if (adb.screencap_gzip) { decode_func = [&](const std::vector& data) -> bool { auto unzip_data = gzip::decompress(data.data(), data.size()); Log.trace("unzip data size:", unzip_data.size()); if (unzip_data.empty()) { return false; } constexpr static int BmpHeaderSize = 12; m_cache_image = cv::Mat(adb.display_height, adb.display_width, CV_8UC4, unzip_data.data() + BmpHeaderSize); cv::cvtColor(m_cache_image, m_cache_image, cv::COLOR_RGB2BGR); return !m_cache_image.empty(); }; } else { decode_func = [&](const std::vector& data) -> bool { m_cache_image = cv::imdecode(data, cv::IMREAD_COLOR); return !m_cache_image.empty(); }; } if (!decode_func(data)) { Log.info("Data is not empty, but image is empty, try to convert lf"); convert_lf(data); if (!decode_func(data)) { m_image_convert_lf = false; Log.error("convert lf and retry decode falied!"); return false; } m_image_convert_lf = true; return true; } return true; } int asst::Controller::click(const Point & p, bool block) { int x = static_cast(p.x * m_control_scale); int y = static_cast(p.y * m_control_scale); //log.trace("Click, raw:", p.x, p.y, "corr:", x, y); return click_without_scale(Point(x, y), block); } int asst::Controller::click(const Rect & rect, bool block) { return click(rand_point_in_rect(rect), block); } int asst::Controller::click_without_scale(const Point & p, bool block) { if (p.x < 0 || p.x >= m_emulator_info.adb.display_width || p.y < 0 || p.y >= m_emulator_info.adb.display_height) { Log.error("click point out of range"); } std::string cur_cmd = utils::string_replace_all(m_emulator_info.adb.click, "[x]", std::to_string(p.x)); cur_cmd = utils::string_replace_all(cur_cmd, "[y]", std::to_string(p.y)); int id = push_cmd(cur_cmd); if (block) { wait(id); } return id; } int asst::Controller::click_without_scale(const Rect & rect, bool block) { return click_without_scale(rand_point_in_rect(rect), block); } int asst::Controller::swipe(const Point & p1, const Point & p2, int duration, bool block, int extra_delay, bool extra_swipe) { int x1 = static_cast(p1.x * m_control_scale); int y1 = static_cast(p1.y * m_control_scale); int x2 = static_cast(p2.x * m_control_scale); int y2 = static_cast(p2.y * m_control_scale); //log.trace("Swipe, raw:", p1.x, p1.y, p2.x, p2.y, "corr:", x1, y1, x2, y2); return swipe_without_scale(Point(x1, y1), Point(x2, y2), duration, block, extra_delay, extra_swipe); } int asst::Controller::swipe(const Rect & r1, const Rect & r2, int duration, bool block, int extra_delay, bool extra_swipe) { return swipe(rand_point_in_rect(r1), rand_point_in_rect(r2), duration, block, extra_delay, extra_swipe); } int asst::Controller::swipe_without_scale(const Point & p1, const Point & p2, int duration, bool block, int extra_delay, bool extra_swipe) { if (p1.x < 0 || p1.x >= m_emulator_info.adb.display_width || p1.y < 0 || p1.y >= m_emulator_info.adb.display_height || p2.x < 0 || p2.x >= m_emulator_info.adb.display_width || p2.y < 0 || p2.y >= m_emulator_info.adb.display_height) { Log.error("swipe point out of range"); } std::string cur_cmd = utils::string_replace_all(m_emulator_info.adb.swipe, "[x1]", std::to_string(p1.x)); cur_cmd = utils::string_replace_all(cur_cmd, "[y1]", std::to_string(p1.y)); cur_cmd = utils::string_replace_all(cur_cmd, "[x2]", std::to_string(p2.x)); cur_cmd = utils::string_replace_all(cur_cmd, "[y2]", std::to_string(p2.y)); if (duration <= 0) { cur_cmd = utils::string_replace_all(cur_cmd, "[duration]", ""); } else { cur_cmd = utils::string_replace_all(cur_cmd, "[duration]", std::to_string(duration)); } int id = 0; int extra_swipe_dist = Resrc.cfg().get_options().adb_extra_swipe_dist /* * m_control_scale*/; int extra_swipe_duration = Resrc.cfg().get_options().adb_extra_swipe_duration; // 额外的滑动:adb有bug,同样的参数,偶尔会划得非常远。额外做一个短程滑动,把之前的停下来 if (extra_swipe && extra_swipe_duration >= 0) { std::string extra_cmd = utils::string_replace_all(m_emulator_info.adb.swipe, "[x1]", std::to_string(p2.x)); extra_cmd = utils::string_replace_all(extra_cmd, "[y1]", std::to_string(p2.y)); int end_x = 0, end_y = 0; if (p2.x != p1.x) { double k = (double)(p2.y - p1.y) / (p2.x - p1.x); double temp = extra_swipe_dist / std::sqrt(1 + k * k); end_x = p2.x + static_cast((p2.x > p1.x ? -1.0 : 1.0) * temp); end_y = p2.y + static_cast((p2.y > p1.y ? -1.0 : 1.0) * std::fabs(k) * temp); } else { end_x = p2.x; end_y = p2.y + (p2.y > p1.y ? -1 : 1) * extra_swipe_dist; } extra_cmd = utils::string_replace_all(extra_cmd, "[x2]", std::to_string(end_x)); extra_cmd = utils::string_replace_all(extra_cmd, "[y2]", std::to_string(end_y)); extra_cmd = utils::string_replace_all(extra_cmd, "[duration]", std::to_string(extra_swipe_duration)); push_cmd(cur_cmd); id = push_cmd(extra_cmd); } else { id = push_cmd(cur_cmd); } if (block) { wait(id); std::this_thread::sleep_for(std::chrono::milliseconds(extra_delay)); } return id; } int asst::Controller::swipe_without_scale(const Rect & r1, const Rect & r2, int duration, bool block, int extra_delay, bool extra_swipe) { return swipe_without_scale(rand_point_in_rect(r1), rand_point_in_rect(r2), duration, block, extra_delay, extra_swipe); } cv::Mat asst::Controller::get_image(bool raw) { // 有些模拟器adb偶尔会莫名其妙截图失败,多试几次 for (int i = 0; i != 20; ++i) { if (screencap()) { break; } } //std::shared_lock image_lock(m_image_mutex); if (raw) { return m_cache_image; } else { if (m_cache_image.empty()) { return m_cache_image; } cv::Mat resized_mat; const static cv::Size dsize(m_scale_size.first, m_scale_size.second); cv::resize(m_cache_image, resized_mat, dsize); return resized_mat; } }