[PDF] Top 20 Scene Classification using Localized Histogram of Oriented Gradients Method

... Our method consists of the stages key point detection, feature extraction, global mapping and ...[1] method for measuring ...normalized histogram. This histogram gives the logical feature in ... See full document

... modified Histogram of Oriented Gradients (HOG) using correlation coefficient ...vectors using HOG which includes gradient information and differential magnitude as cell ...strong ... See full document

... novel method for the age group ...robust method that identifies the age group of individuals from a set of different images capturing various aged ...for classification the accuracy of ... See full document

... proposed method is to classify the leaf rot, foot rot and powdery mildew diseases affected in the betel vine ...segmentation, Histogram of Oriented Gradients and Multiclass SVM classifier are ... See full document

... efficient method for human action detection using HOG features in which XML file of HOG features of positive and negative images of humans was generated and cascade classifier was ...activities. ... See full document

... a scene often lead to oriented localized changes in intensity of an image called edges ...large gradients in the image while returning values of zero in uniform ... See full document

... As we mentioned previously, two wheelers similar with not only the shape of pedestrian but also detection technique based on several features. Two wheelers consist of human and machine; usually a human is upper part and ... See full document

... different shape based on the face components. And Ordinary HOG has two kinds of spatial region: small (cells) and large (blocks). And it is based on overlapping and dens encoding of image regions. To classify the faces, ... See full document

... dictionary using normal tra- jectories and then detected abnormal events according to the reconstruction error of their trajectory under the learned ...event classification system that learned normal and ... See full document

... and classification task ...as Histogram of Oriented Gradients, Hough Transform features for vehicle identification provided to classifier for classification ... See full document

... by using sliding window technique object is ...but histogram of oriented ...By using various methodology, feature extraction is based on appearance are carried ...and classification. ... See full document

... (Histogram oriented gradient) to present the hand ...a localized are of the image[22]. It uses a histogram of intensity gradient to depict the shape of the ...popular method for hand ... See full document

... Existing Method they done work on COlour Depth Estimation based hazy scene removal , contraststretching on histogram equalization and resolution enhancement purpose wavelet ...Proposed method ... See full document

... Language using Edge Oriented Histogram (EOH) features and multiclass SVM is ...edge histogram count of input sign language alphabets is extracted as the features and applied to a multiclass ... See full document

... degree method is used, which returns values between -180° and ...cell histogram. Each histogram divides the gradient angle range into a predefined number of ...local histogram value over the ... See full document

... In China, the number of personal-use automobiles has con- tinued to grow at a rapid rate, reaching the number 120,890,000 in 2012. According to the World Health Orga- nization (WHO), there is an estimated number of ... See full document

... estimate scene depth in a single image and it is estimated through get at least one color channel with very low intensity value regard to the patches of an ... See full document

... behind using the low exposure image frames is that factors such as street lights, unwanted reflections from vehicles body, sign boards reflections can be removed and only the bright red color and head lights of ... See full document

... Gender Classification is the hot research topic from last two decades but still a gap exist between the requirements and actual ...Gender classification of face images is the process of identification of ... See full document

... The effect of changing the value of nc on the performance of OSMF classification is studied. There is no major change in the performance if nc is between 4 and 6 and the performance of the system decreases if it ... See full document