Region based Classification Approach
Shape-based Insect Classification: a Hybrid Region-based and Contour-based Approach
... Fourier Descriptor Area Component Classification image source ABB Overall ABB Overall Original shape 30% 57% 60% 64% Manual decomposition 80% 78% 60% 72% Automatic decomposition 90% 67% [r] ...
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Physics Based Approach for Seafloor Classification
... T L SBS : Transmission loss due to surface-bottom-surface path Note that the energy levels are on dB scale. 5.1.3 Aligning the signal Generally, the arrival time of signals will not be the same in different transmissions ...
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A text-based approach to industry classification
... industry classification scheme, I experimented with three different clustering techniques: K-means, agglomerative hierarchical clustering and ...dense region of objects surrounded by a low- density ...
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Texture classification and discrimination for region-based image retrieval
... shaped region is transformed into an appropriate regular shaped region for texture extraction by finding either the largest internal square or the bounding ...common approach to fill these regions is ...
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Animal Classification System: A Block Based Approach
... 2.1 Segmentation Animals are often surrounded by greenery background in images. Hence, the extraction of only animals by eliminating the background is necessary. In order to avoid considering the features of background ...
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Fuzzy rough positive region based nearest neighbour classification
... Therefore, in [5], [6] the authors proposed a nearest neigh- bour algorithm that measures the extent to which the nearest neighbours belong to the fuzzy lower and upper approxi- mations of a certain class to predict the ...
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Data mining for AMD screening: A classification based approach
... image classification approach is presented. The approach is founded on a tabular representation that utilises the basic 2-D array image ...better classification performance than when using ...
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A CNN Based Approach for Garments Texture Design Classification
... texture based method Local Ternary Patterns (LTP), which can tolerate noises up to a certain ...texture based face ...representation based on a Spatial Pyramid Matching Scheme (SPM) [26] to capture ...
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Transition region based approach for skin lesion segmentation
... Computer vision algorithms for early screening of skin melanoma have been utilized for the last two decades. Typically, the process is limited to the classification of melanoma until 2002 [1]. Further, the process ...
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A NEW CLUSTERING-BASED APPROACH FOR MODELING FUZZY RULE-BASED CLASSIFICATION SYSTEMS
... Many approaches have been proposed to construct the rule-base from numerical data. These include heuristic approaches [1, 2], neuro-fuzzy techniques [3-6], genetic algorithms [7-11], clustering methods [12-22] and data ...
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A Pattern Classification Based approach for Blur Classification
... To design the neural network, the data is divided into training, validation and test sets in a ratio of 50:20:30 respectively. Neural networks are known to be prone to overfitting, and hence not performing well on ...
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A dissimilarity-based approach for Classification
... The remainder of the paper is structured as follows. The mathematical model is intro- duced in Section 2, showing that it is N P-Hard. In Section 3, two Integer Programming formulations are proposed and theoretically ...
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Region-based 3D artwork indexing and classification
... of classification results on the EROS-3D database, using CEGI feature vectors for different ...a region bag classification engine could help to perform a fine classification of 3D model ...
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An EMM-based Approach for Text Classification
... In this paper, a classification method named explicit Markov model is applied for text classification. Currently some machine learning technologies, such as support vector machine (SVM), have been discussed ...
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A Knowledge based Approach to Text Classification
... knowledge-based approach for the task of text classification. The approach uses topic identification algorithm named FIFA to text ...text classification task and FIFA algorithm are ...
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A SET-BASED APPROACH TO PACKET CLASSIFICATION
... The results of a few of the various test runs are pre- sented in Table 1 and it clearly indicates that ipt-ksu fails to outperform iptables, which uses a naive packet classification algorithm. However, a mere com- ...
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Individual Classification: an Ontological Fuzzy Based Approach
... human-oriented classification by assigning an individual to several fuzzy sister classes which hides the sharp boundaries between ...the classification of an incomplete individual and if the ‘unknown’ ...
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An Ensemble Based Classification Approach for Medical Images
... Figure IV Comparison chart for Ensemble Classifier Combination Method Conclusion This Paper presents a brief introduction to the research problem, that is, ensemble classification of medical image application .The ...
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Classification of Malware based on Data Mining Approach
... VII. CONCLUSION In this paper, we describe our research effort on malware detection based on window API calls. We develop an integrated IMDS system consisting of PE parser, OOArule generator and rule based ...
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Sentiment Classification: A Topic Sequence-Based Approach
... sentiment classification in recent ...framework based on LDA, called joint sentiment/topic model (JST), which was fully ...sentiment classification with global topics and local ...
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