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: |
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Author:lightblueboy |
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Description: Image descriptor based on Histogram of Orientated Gradients for gray-level images. This code
was developed for the work: O. Ludwig, D. Delgado, V. Goncalves, and U. Nunes, Trainable
Classifier-Fusion Schemes: An Application To Pedestrian Detection, In: 12th International IEEE
Conference On Intelligent Transportation Systems, 2009, St. Louis, 2009. V. 1. P. 432-437. In
case of publication with this code, please cite the paper above.- Image descriptor based on Histogram of Orientated Gradients for gray-level images. This code
was developed for the work: O. Ludwig, D. Delgado, V. Goncalves, and U. Nunes, Trainable
Classifier-Fusion Schemes: An Application To Pedestrian Detection, In: 12th International IEEE
Conference On Intelligent Transportation Systems, 2009, St. Louis, 2009. V. 1. P. 432-437. In
case of publication with this code, please cite the paper above. Platform: |
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Author:Arij |
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Description: The objective of this paper is to provide an overview of the current state of the art from both methodologicaland experimental perspectives. The first part of the paper consists of a survey. We cover the main components of a pedestrian detection system and the underlying models. The second (and larger) part of the paper contains a corresponding experimental study.
We consider a diverse set of state-of-the-art systems: wavelet-based AdaBoost cascade, HOG/linSVM, NN/LRF, and combined shape-texture detection. Experiments are performed on an extensive data set captured onboard a vehicle driving through urban environment. Platform: |
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Author:linuszhao |
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Description: 基于分层的HOG的行人检测，具有很高的研究价值。-HOG based pedestrian detection layered with high research value. Platform: |
Size: 5711872 |
Author:rundy |
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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 |
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Description: 行人检测的源程序，基于HOG算法，能实现对行人的检测。-The source of the pedestrian detection, pedestrian detection, based on the HOG algorithm. Platform: |
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Author:站长 |
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Description: 方向梯度直方图（Histogram of Oriented Gradient, HOG）特征是一种在计算机视觉和图像处理中用来进行物体检测的特征描述子。它通过计算和统计图像局部区域的梯度方向直方图来构成特征。Hog特征结合SVM分类器已经被广泛应用于图像识别中，尤其在行人检测中获得了极大的成功。需要提醒的是，HOG+SVM进行行人检测的方法是法国研究人员Dalal在2005的CVPR上提出的，而如今虽然有很多行人检测算法不断提出，但基本都是以HOG+SVM的思路为主。
-Histogram of Oriented Gradients (Histogram of Oriented Gradient, HOG) feature is a kind of computer vision and image processing used for object detection feature descriptor. It does this by calculating the image and statistical local areas to form a gradient orientation histogram features. Hog features combined with SVM classifier has been widely used in image recognition, especially in pedestrian detection was a great success. Need to be reminded, HOG+SVM for pedestrian detection method is to French researchers Dalal CVPR in 2005 raised, and now although there are many pedestrian detection algorithm continuously put forward, but the basic idea is to HOG+SVM based. Platform: |
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Author:王萌 |
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Description: HOG即histogram of oriented gradient, 是用于目标检测的特征描述子，该技术将图像局部出现的方向梯度次数进行计数，该方法和边缘方向直方图、scale-invariant feature transform类似，不同的是hog的计算基于一致空间的密度矩阵来提高准确率。Navneet Dalal and Bill Triggs首先在05年的CVPR中提出HOG，用于静态图像or视频的行人检测。-HOG i.e. histogram of oriented gradient, is used to describe the characteristics of the sub-object detection, the driving frequency and the technique of local image gradient appeared was counted, and the edge direction histogram method, scale-invariant feature transform is similar, except that the hog consistent with the calculation based on the density matrix of space to improve accuracy. Navneet Dalal and Bill Triggs HOG first proposed in 2005 in the CVPR for still images or video pedestrian detection. Platform: |
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Author:王飞 |
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Description: 行人目标检测文章基于块大小可变的hog+svm-Pedestrian Detection article is based on a block size of the target variable hog+svm Platform: |
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Author:zkz19872009 |
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Description: 行人目标检测 不错的 pdf 文件对于学习行人检测的来说-Pedestrian good target detection pdf file is for learning pedestrian detection Platform: |
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Author:zkz19872009 |
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Description: 基于HOG+LBP+HIKSVM的行人检测算法matlab代码实现，里面包含了libsvm-mat-3.0-1软件包.-the algorithm implementation
of pedestrian detection based on the dates+ LBP+ HIKSVM，it contains the libsvm-mat-3.0-1 package
Platform: |
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Author:xiaoyufei |
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Description: 一个简单的基于HOG的行人检测程序，MATLAB编写，其中read me文--A simple HOG based pedestrian detection program, MATLAB write, read me the document which explains in some detail. Platform: |
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Author:杨中晔 |
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Description: 基于HOG+SVM行人检测，有训练好的文件，也有训练的过程，精读的话一般般，提供一种检测的思路-HOG+ SVM-based pedestrian detection, trained good document, but also the training process, intensive reading, then a general, to provide a detection idea Platform: |
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Author:李杰 |
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Description: 该代码是基于opencv的行人检测代码,自己加了些注释,希望对大家有所帮助-The code is based on the opencv pedestrian detection code, added some notes, we want to help
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Author:vip3 |
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Description: 基于HOG和LSS特征的行人检测算法, 具有参考意义-A new pedestrian detection method based on combined HOG and LSS features Platform: |
Size: 4162560 |
Author:zbh_wj |
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Description: 方向梯度直方图（Histogram of Oriented Gradient, HOG）特征是一种在计算机视觉和图像处理中用来进行物体检测的特征描述子。它通过计算和统计图像局部区域的梯度方向直方图来构成特征。Hog特征结合SVM分类器已经被广泛应用于图像识别中，尤其在行人检测中获得了极大的成功。需要提醒的是，HOG+SVM进行行人检测的方法是法国研究人员Dalal在2005的CVPR上提出的，而如今虽然有很多行人检测算法不断提出，但基本都是以HOG+SVM的思路为主(The Histogram of Oriented Gradient (HOG) feature is a feature descriptor for object detection in computer vision and image processing. It constructs features by computing and counting histograms of gradient directions in local regions of images. Hog features and SVM classifier have been widely used in image recognition, especially in pedestrian detection. It needs to be reminded that the method of pedestrian detection by HOG+SVM is proposed by French researcher Dalal on 2005 of CVPR, and although many pedestrian detection algorithms are constantly proposed, it is mainly based on the idea of HOG+SVM.) Platform: |
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Author:赵阿敏 |
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Search - HOG-based pedestrian detection.