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- 智能视觉监控利用计算机视觉技术在不需要人为干预的情况下,通过对摄像 头拍摄的图像序列的自动分析实现对被监控场景中的运动目标检测、识别和跟踪, 并在此基础上分析和判断目标的行为,涉及到网络通信、图像处理、数据压缩、 人工智能等多项技术 -Intelligent visual surveillance using computer vision technology in without the need of human intervention, the camera
Tracking
- 基于图像序列的目标检测与跟踪,可得出图像序列中目标中点的位置-Based target detection and tracking image sequences can be drawn from the midpoint of the target image sequence position
MotionDetect
- 结合OpenCV0.96的视频运动目标检测与跟踪例子,附带视频,非常好用。-The combination of video moving object detection and tracking example, OpenCV0.96 comes with video, very good use.
GMM
- 针对摄像机固定下的复杂背景环境,对采集到的视频图像的图像数据用混合高斯背景建模方法实现前景/背景分割,实现运动目标检测和跟踪。在进行前景检测前,先对背景进行训练,对图像中每个背景采用一个混合高斯模型进行模拟,每个背景的混合高斯的个数可以自适应。然后在测试阶段,对新来的像素进行GMM匹配,如果该像素值能够匹配其中一个高斯,则认为是背景,否则认为是前景。由于整个过程GMM模型在不断更新学习中,所以对动态背景有一定的鲁棒性。最后通过对一个有树枝摇摆的动态背景进行前景检测,取得了较好的效果。-For c
Optical-flow-method
- 改程序是给予光流法的目标检测与跟踪程序,用VC编写-Reform program is to target detection and tracking program gives the optical flow method, using VC written
matlab-with-traffic
- 对实时视频数据做二值化处理,实现目标分离跟踪检测,实现计数。通过对目标特征点连续多帧跟踪,利用最小二乘法实现测速。-traffic 凑难听
Small-Target-Detection-and-Tracking
- 基于红外图像的弱小目标检测与跟踪,本程序是基于局域概率分布的小目标检测-Based on infrared image small target detection and tracking, this program is based on a small target detection probability distribution of local
Meanshift
- 摄像头固定情况下的运动行人跟踪进行研究,Mean Shift算法,与目标区域灰度直方图结合,进行运动目标的检测跟踪-tracking study of the movement of pedestrians in case of a fixed camera introduces a better application of Mean Shift algorithm
jianche
- 背景差分建模运动目标检测和跟踪,附有一个实验视频,点开就跑
motion-detection
- 本人在各大网站上下载的目标检测与目标跟踪的论文,很好的一些论文和大家共同学习-I downloaded the major sites in target detection and tracking of paper, a good number of papers and we learn together
3
- 介绍 了 基于二值图像的目标边界跟踪算法及其在红外成像型 G I F 中的应用,并将算法与利用微 分算子检测 目 标边缘的传统算法 进行 了比较, 通过仿真表明目 标跟踪算法较传统算法不仅能够准 确、 有序地检测出目标的整个边缘,实现图像信息的压缩,而且能够比较好的去除图像中的小块噪声。- T racing edge algo r i th m based o n b inary im age and its application in t h e IR im ag ing ty pe
MPF_TBD
- 采用粒子滤波的多目标检测前跟踪程序,跟踪了2个目标-multitarget track-before-detect algorithm based particle filter
MMPF_TBD
- 基于粒子滤波的多个目标检测前跟踪的matlab仿真实现,做了两个目标,给出了跟踪误差和轨迹-multitarget track-before-detect based particle filter
Minimum-matrix-detection
- 主要对检测目标进行建立最小外接矩阵,不仅能够对多目标很好的检测,还能对多目标进行跟踪-Mainly to establish minimum circumscribed matrix of detecting target, not only can the multi-objective good detection, can also for multi-target tracking
ZHENCHA
- 关于帧差法的运动目标检测与跟踪代码,进行了图像分割矩形框-About frame difference of the moving target detection and tracking code
ganzong
- 运动目标检测与跟踪代码,代码很详细,每一步讲解很到位,适合新手学习-Moving target detection and tracking code, the code is very detailed, explaining each step is in place for beginners to learn! ! !
guangliufa
- 光流法进行运动目标检测,对目标跟踪机其有帮助-Motion target detection optical flow method, target tracking unit which has helped
VideoDemo
- VisualC++下实现的视频中运动目标检测和跟踪的demo,没有使用opencv。-Video moving target detection and tracking under VisualC++ demo achieved without using opencv.
DeepLearnToolbox_CNN_lzbV2.0
- DeepLearnToolbox_CNN_lzbV2.0 深度学习,卷积神经网络,Matlab工具箱 参考文献: [1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006 [2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998 [3] https://github.com/rasmusberg
MATLAB-Target-tracking
- 用MATLAB对视频中的动态目标进行跟踪检测(包含单目标和多目标)。-Using MATLAB to achieve the detection of moving objects in the video stream, static background single target and multi-target detection.