[PDF] Top 20 Boosted Vehicle Detection Using Local and Global Features
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Boosted Vehicle Detection Using Local and Global Features
... The values of the weight vector parameters in the network are initialized in the LU learning phase. An un- supervised clustering algorithm (k-means) is used to segment the training samples of the object class into sev- ... See full document
10
Local Versus Global Features for Medical Image Retrieval
... the features for the query and database images and analysed the performance of retrieval ...The global features extracted from the whole image and the zone based local features computed ... See full document
6
Face Recognition Using Local and Global Features
... As the number of individuals in Yale and ORL databases is relatively small, we will make use of the FERET database for evaluating the proposed classifier selection algorithm in Section 5.4. Moreover, we would like to ... See full document
12
A Review on Security of Fingerprint Template Using Fingerprint Mixing
... different features extracted. Characteristic fingerprint features are generally described as global and local ...levels. Global features are the macro details of the whole image, ... See full document
6
Diagnosis of Cervical Cancer using Global and Local Shape Features
... Shape features can be divided as local and global shape ...features. Global features represent the whole image and local features encode the specific region of an ... See full document
10
Style classification and visualization of art painting’s genre using self-organizing maps
... various features from paintings is suggested. Global features are extracted using the color‑based statistical computation and composition‑ based local features of paintings are ... See full document
11
Global Features for Shallow Discourse Parsing
... for local depen- dencies at the token-level and for global dependencies and ...on using inter-sentential or sentence-level (global), data-driven, non- grammatical features in the task ... See full document
10
Object based Image Retrieval from Database using Combined Features
... visual features of an image like color, texture and ...visual features for content based image ...of local and global features. The local features used are Bi-directional ... See full document
5
Video Matching Using DC-image and Local Features
... on local features extracted only from the DC-image of MPEG compressed videos, without ...of using SIFT on such small-size images, before it can be ...that using the DC-image, despite its small ... See full document
6
Modeling Joint Entity and Relation Extraction with Table Representation
... of features greatly varied for categories and ...the features as follows. We normalized local features for each feature category and then for each ...normalized global features ... See full document
12
DETECTION TECHNIQUE FOR IMAGE FORGERY FROM GLOBAL AND LOCAL FEATURES USING HASHES
... The local feature represents position and texture information of salient regions in the image, and its generates secret keys in the ...The global features are based on Zernike moments representing ... See full document
5
HSI Classification: Analysis
... method using linear prediction error is used to select distinctive and informative ...that local binary pattern to extract local features then Gabor filter to extract global ... See full document
5
Automatic Vehicle Detection and Identification using Visual Features
... edge-based detection and fuzzy ...the features that can describe the number plates, we can extract ...Meanwhile, local binary pattern (LBP) [18] and histogram of oriented gradients (HOG) [9] are ... See full document
84
Multiclass Vehicle Detection and Tracking Using Local Visual Features
... vision. Vehicle detection and tracking is done in two ...multiple features to trained input sample. In detection phase main basic work is ...extracted features provide the evidences to ... See full document
5
Fusion of Global Shape and Local Features Using Boosting for Object Class Recognition
... shape features which describe the whole contour of object ...the detection of shape contours. The major advantage of global shape features is that they can be extracted and matched with ... See full document
5
A Cascade of Boosted Generative and Discriminative Classifiers for Vehicle Detection
... of features increases quickly (Figure ...correct detection rate in Table 2), but they need to construct a rather complex model in order to fit an accurate decision boundary for those negative examples which ... See full document
12
Shot boundary detection in MPEG videos using local and global indicators
... algorithm features in: (i) compressed domain operation, providing 5 times as fast as real-time video play; (ii) extraction of content differential features and their optimized selection via AdaBoost; (iii) ... See full document
5
Implementation Of Data Augmentation In Convolutional Neural Network And Gradient Boosted Classifier For Vehicle Classification
... In the application of machine learning in the vehicle classification and detection. Machine learning (ML) is the science of allowing computers perform and learn like humans by giving data and information ... See full document
5
Content Based Image Retrieval using the Generalized Gamma Density to model BEMD‟s IMFs
... extracting local features, by using global information extracted from the image Bidimensinal Empirical Mode Decomposition (BEMD) together with the Generalized Gamma (GG) ... See full document
7
Intonational Features of Local and Global Discourse Structure
... Intonational Features of Local and Global Discourse Structure I n t o n a t i o n a l F e a t u r e s o f L o c a l a n d G l o b a l D i s c o u r s e S t r u c t u r e Julia Hirschberg and Barbara G[.] ... See full document
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