object-based classification method
Shape-Based Single Object Classification Using Ensemble Method Classifiers
... Following are the steps involved in the process of collecting images from Amazon.com. The python code developed was run and the process of downloading images started. At the beginning of the process, a connection to the ...
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Object Classification in Static Images with Cluttered Background using Statistical Feature Based Neural Classifier
... proposed method with 160 blocks of size 5×5 with statistical features after background removal gives a satisfactory classification rate of ...average classification accuracy is slightly improved by ...
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Chinese Painting Classification Method Based on PCA
... The form of some objects in Chinese painting is depicted by means of pen and ink. When the foreground object is extracted, there are breakpoints or gaps within the object area. Therefore, some preprocessing ...
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An Improved Method for Impervious Surface Mapping Incorporating Lidar Data and High-Resolution Imagery at Different Acquisition Times
... mapping method incorporating both LiDAR data and high- resolution imagery at different acquisition times in consideration of real landscape changes and observation ...proposed method, a multi-sensor change ...
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When to Detect Changes in Object-Based Image Analysis: Before or after Classification?
... the object-oriented technique generally ...the classification results, which is a technique known as detection after classification ...as classification after detection ...after ...
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An Intelligent System for Object Classification in Video Surveillance
... proposed method mainly concentrate on the moving object ...outdoor object classification ...new classification approach which combines the texture feature, gradient feature and color ...
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Fuzzy evaluation on supply chain competitiveness based on membership degree transformation new algorithm
... the method in [6] should be questioned, because redundant data in index membership degree is also used to calculate object membership degree, which is not useful for object ...objective ...
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Classification methods of a small sample target object in the sky based on the higher layer visualizing feature and transfer learning deep networks
... effective classification methods of the small target objects in the no-fly zone are of great significance to ensure safety in the no-fly ...extraction method based on the hybrid deep network model to ...
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Novel Segmentation Method for Classification of Rgb Image at Object Detection Analysis
... present method significantly is better than simplicity and edge based methods in all ...present method and Horng Lin method demonstrate to some extend same results and average precision at ...
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Double Polarization SAR Image Classification based on Object Oriented Technology
... land-cover classification using optical images based on object-oriented ...of classification improves significantly compared with the traditional classification methods ...the ...
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Location based Web Object Search using Probabilistic Classification Model
... the classification accuracy might be extremely ...reduce classification accuracy ...first method, a document is represented as a collection of words, in which the words are assumed to be independent ...
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A Comparative Review on Pixel Based and Object Based Approach for Land Cover (LC) Classification
... of object-based ...for classification. Object-oriented classification based on image ...objects based on spatial, spectral, relational, textural and contextual information ...
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3D Scene and Object Classification Based on Information Complexity of Depth Data
... and object classification from depth data is ...presented based on the Earth Mover’s Distance (EMD). Finally the classification of 3D scenes and objects is accomplished by means of a ...
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MULTICLASS OBJECT CLASSIFICATION USING NEURAL NETWORK BASED ON WAVELET TRANSFORM
... This paper presents a method for object classification based on wavelet features. The object to be classified is first decomposed with wavelet transform. To reduce the computational ...
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Object Classification based Context Management for Identity Management in Internet of Things
... an object will have to assume that arbitrary objects can establish direct, ad-hoc communication with ...Therefore, object classification and identification become key research issues to address ...
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Shape based Object Classification using Knowledge Vector Code
... contour based shape description techniques such as simple shape descriptors, correspondence based shape matching, boundary moments, stochastic method, spectral transform and other structural methods ...
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On Shape Description and Optimization for Object Classification
... descent method, and the most challenging be- ing that of a functional having more than one local minimum, ...the method is only capable of finding the nearest local min- imum but not the global ...
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The Building Extraction Based on Object Oriented Classification Method in High Vegetation Coverage Area
... an object-based image analysis (OBIA) approach are more homoge- neous than by pixels based approach and are closer to a visual human interpre- tation with high classification accuracy ...rule ...
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NEW MODEL TRANSFORMATION USING REQUIREMENT TRACEBILITY FROM REQUIREMENT TO UML BEHAVIORAL DESIGN
... traditional method of imagery interpretation is focused on pixel-based analysis, which has fundamental limitations in addressing particular land use characteristics due to finite spatial ...procedure ...
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A method to optimize a typology based classification system
... The test set consisted of unlabelled data in order to examine the relevance of the typology itself in describing actual, not idealised, motor behaviours. The focus was, therefore, on reliability rather than accuracy. ...
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