====== 目标追踪 ====== * Object tracking * 2020年的一个综述:https://github.com/LeeWise9/Object-Tracking-Overview * https://cloud.tencent.com/developer/article/2008418 ==== 卡尔曼滤波 ==== * [[https://www.kalmanfilter.net/default.aspx|卡尔曼滤波的教程(英文)]] * https://zhuanlan.zhihu.com/p/39912633 ==== ByteTrack ==== * [[https://zhuanlan.zhihu.com/p/613223235 | 多目标跟踪 ByteTrack算法核心原理详解]] * [[https://github.com/ifzhang/ByteTrack| github repo]] * https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot/bytetrack * c++ 实现时使用了 [[https://eigen.tuxfamily.org/index.php?title=Main_Page|Eigen向量库]], Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms. * IOU: https://blog.csdn.net/fendoubasaonian/article/details/78981636 * IOU = 两个矩形交集的面积 / 两个矩形的并集面积, 详见 [[https://www.pyimagesearch.com/2016/11/07/intersection-over-union-iou-for-object-detection/|intersection-over-union-iou]]