Description: This paper describes a vision based pedestrian detection and tracking system which is able to count people in very crowded situations like escalator entrances in underground stations. The proposed system uses motion to compute regions of interest and prediction of movements, extracts shape information from the video frames to detect individuals, and applies texture features to recognize people. A search strategy creates trajectories and new pedestrian hypotheses and then filters and combines those into accurate counting events. We show that counting accuracies up to 98 % can be achieved. Platform: |
Size: 2122036 |
Author:harleych |
Hits:
Description: GMM 混合高斯自适应背景维护 可以用来做行人检测 等-GMM Gaussian Mixture adaptive background maintenance can be used to make the pedestrian detection Platform: |
Size: 53248 |
Author:li shu |
Hits:
Description: 针对夜间动态背景下的行人检测中分割算法受光照条件影响大、误识别多等问题，提出双阈值分割算法和以多目标跟踪为核心的算法框架。新的分割算法解决了行人亮度分布不均时的分割问题，同时在新的框架下可以综合多帧的处理结果进行综合判断，通过将基于支持向量机的识别算法和多目标跟踪算法的融合，降低了系统的计算量，且比一般的系统具有更高的识别率。
-At night the dynamic context of pedestrian detection segmentation algorithm affected by light conditions, and false identification of many other issues, the dual-threshold segmentation algorithm and a multi-target tracking algorithm as the core framework. New segmentation algorithm to solve the uneven distribution of brightness of pedestrians at the time of partition, while in the new framework of an integrated multi-frame can be the result of a comprehensive treatment of the judge, through the support vector machine-based recognition algorithms and multi-target tracking algorithm integration reducing system of calculating the volume, and than a typical system has a higher recognition rate. Platform: |
Size: 578560 |
Author:jacky1 |
Hits:
Description: 一篇关于行人检测的文件 经典大家可以看看
学习下-Pedestrian Detection on a document everyone can look at the classic study of Platform: |
Size: 1351680 |
Author:何斌 |
Hits:
Description: 使用OPEN CV 完成行人偵測 內附圖片
實測效果-OPEN CV using the completion of the pedestrian detection measured the effect of inserting pictures Platform: |
Size: 3472384 |
Author:kld |
Hits:
Description: 基于数字视频处理的图像中的行人检测代码里面十分重要的梯度直方图提取技术的代码.-Digital video processing based on images of the importance of pedestrian detection code inside the gradient histogram extraction code. Platform: |
Size: 4096 |
Author:YU |
Hits:
Description: 基于OPENCV的静止图像的HOG特征提取算法的全部程序，完全可用于各种图像的HOG特征提取，以进一步训练分类器进行行人检测-source code that apply to the pedestrian detection based on OPENCV.this document can help you extract HOG features from any type image which include human in it Platform: |
Size: 4096 |
Author:lightblueboy |
Hits:
Description: Adaboost算法的行人检测，这是一篇硕士学位论文-Adaboost algorithm of pedestrian detection, which is a master' s degree thesis Platform: |
Size: 5785600 |
Author:jencolTang |
Hits:
Description: 基于感兴趣区梯度方向直方图的行人检测，基于感兴趣区梯度方向直方图的行人检测-Gradient direction histogram based on regions of interest of pedestrian detection, ROI-based pedestrian detection gradient direction histogram Platform: |
Size: 304128 |
Author:qyh |
Hits:
Description: AbstractWe investigate the problem of pedestrian detection in still images. Sliding window classifiers, notably using the Histogram-of-Gradient (HOG) features proposed by Dalal and Triggs are the state-of-the-art for this task, and we base our method on this approach. We propose a novel eature
extracti on scheme which computes implicit ‘soft egmentations’ of image regions into oreground/background. The method yields tronger object/background edges than grayscale
gradient alone, suppresses textural and shading variations,and captures local coherence of object appearance.-AbstractWe investigate the problem of pedestrian detection in still images. Sliding window classifiers, notably using the Histogram-of-Gradient (HOG) features proposed by Dalal and Triggs are the state-of-the-art for this task, and we base our method on this approach. We propose a novel eature
extracti on scheme which computes implicit ‘soft egmentations’ of image regions into oreground/background. The method yields tronger object/background edges than grayscale
gradient alone, suppresses textural and shading variations,and captures local coherence of object appearance. Platform: |
Size: 54272 |
Author:Flavio58 |
Hits:
Description: opencv提供的行人检测分类器。可以在图像中检测到行人的位置-opencv provide pedestrian detection classifier. Can be detected in the image location of the pedestrian Platform: |
Size: 69632 |
Author:xingjunfeng |
Hits:
Description: 此代码的功能是实现运动中的行人检测，采用VC开发环境编写，代码简洁易懂。-The function of this code is to achieve movement of the pedestrian detection, written by VC development environment, code easy to read. Platform: |
Size: 934912 |
Author:王飞 |
Hits:
Description: 一份解析关于智能车辆的行人检测技术研究，是入门接触的不错的资料-Analysis of a pedestrian on the intelligent vehicle detection technology, is a good entry information contact Platform: |
Size: 4096 |
Author:zhangbingbing |
Hits:
Description: 基于opencv的行人检测，用到了svm,haar特征-Opencv-based pedestrian detection, use the svm, haar features, etc. Platform: |
Size: 1901568 |
Author:王战新 |
Hits:
Description: 一个简单的基于HOG的行人检测程序，MATLAB编写，其中read me文档解释的较为详细。-A simple HOG based pedestrian detection program, MATLAB write, read me the document which explains in some detail. Platform: |
Size: 285696 |
Author:夏宇 |
Hits:
Search - pedestrian detection