Indian Streams Research Journal

Volume : IV, Issue : XI, December - 2014

ANALYSIS OF THE PERFORMANCE OF CBIR USING DATA MINING TECHNIQUES

D.M.Marathe, M.Y.Patil

By : Laxmi Book Publication

Abstract :

In this paper we proposed the system for CBIR. How captures the images from various web servers. CBIR it is a program to retrieve images, captures only those images whose satisfies some criterion. User enter the content then web crawler crawl the images from various web servers. Retrieve the images using Decision Tree, K Nearest Neighbors (KNN), Association rule, Cluster analysis; pattern matching etc these methods can be used. Crawling technique are used to retrieve the images from various web server. Crawling is a process to discover new and updated pages to be added in web servers. Comparative analysis of techniques done in WEKA S/W

Keywords :

• Content based image retrieval
• Mining or retrieval techniques and crawler.
• Content based image retrieval
• Mining or retrieval techniques and crawler.
• Content based image retrieval
• Mining or retrieval techniques and crawler.
• Content based image retrieval
• Mining or retrieval techniques and crawler.
• Content based image retrieval
• Mining or retrieval techniques and crawler.
• Content based image retrieval
• Mining or retrieval techniques and crawler.
• Content based image retrieval
• Mining or retrieval techniques and crawler.

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94. 3.Sayed thousif hussain-Extracting images from web mining.
95. 7.Ritendra Datta- CBIR approaches and trends
96. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
97. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
98. 5.Rajshree S. Dubey- Image Mining using CBIR
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100. 7.Ritendra Datta- CBIR approaches and trends
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102. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
103. 5.Rajshree S. Dubey- Image Mining using CBIR
104. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
105. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
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107. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
108. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
109. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
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113. 5.Rajshree S. Dubey- Image Mining using CBIR
114. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
115. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
116. 3.Sayed thousif hussain-Extracting images from web mining.
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119. 5.Rajshree S. Dubey- Image Mining using CBIR
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121. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
122. 1.Web data mining- Bing Liu
123. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
124. 7.Ritendra Datta- CBIR approaches and trends
125. 5.Rajshree S. Dubey- Image Mining using CBIR
126. 1.Web data mining- Bing Liu
127. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
128. 7.Ritendra Datta- CBIR approaches and trends
129. 5.Rajshree S. Dubey- Image Mining using CBIR
130. 3.Sayed thousif hussain-Extracting images from web mining.
131. 3.Sayed thousif hussain-Extracting images from web mining.
132. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
133. 7.Ritendra Datta- CBIR approaches and trends
134. 7.Ritendra Datta- CBIR approaches and trends
135. 3.Sayed thousif hussain-Extracting images from web mining.
136. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
137. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
138. (31), pp. 249-268.
139. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
140. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
141. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
142. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
143. 1.Web data mining- Bing Liu
144. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
145. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
146. 1.Web data mining- Bing Liu
147. 1.Web data mining- Bing Liu
148. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
149. 1.Web data mining- Bing Liu
150. 7.Ritendra Datta- CBIR approaches and trends
151. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
152. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
153. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
154. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
155. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
156. 3.Sayed thousif hussain-Extracting images from web mining.
157. 5.Rajshree S. Dubey- Image Mining using CBIR
158. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
159. 5.Rajshree S. Dubey- Image Mining using CBIR
160. 5.Rajshree S. Dubey- Image Mining using CBIR
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162. 1.Web data mining- Bing Liu
163. 1.Web data mining- Bing Liu
164. 5.Rajshree S. Dubey- Image Mining using CBIR
165. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
166. 1.Web data mining- Bing Liu
167. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
168. 1.Web data mining- Bing Liu
169. (31), pp. 249-268.
170. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
171. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
172. 7.Ritendra Datta- CBIR approaches and trends
173. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
174. 7.Ritendra Datta- CBIR approaches and trends
175. 5.Rajshree S. Dubey- Image Mining using CBIR
176. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
177. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
178. (31), pp. 249-268.
179. 3.Sayed thousif hussain-Extracting images from web mining.
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181. 3.Sayed thousif hussain-Extracting images from web mining.
182. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
183. (31), pp. 249-268.
184. 7.Ritendra Datta- CBIR approaches and trends
185. 6.Dr. H.B.Kekre-Augmentation of Block Truncation Coding based image retrieval
186. 5.Rajshree S. Dubey- Image Mining using CBIR
187. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
188. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
189. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
190. (31), pp. 249-268.
191. (31), pp. 249-268.
192. 1.Web data mining- Bing Liu
193. 7.Ritendra Datta- CBIR approaches and trends
194. 8.A. K. Jain and R. C. Dubes, -Algorithms for Clustering Data
195. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
196. (31), pp. 249-268.
197. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
198. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
199. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
200. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
201. (31), pp. 249-268.
202. 1.Web data mining- Bing Liu
203. 1.Web data mining- Bing Liu
204. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
205. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
206. 4.Kotsiantis, S. B. Supervised machine learning: A review of classification techniques, Informatica. 2007, Volume
207. 3.Sayed thousif hussain-Extracting images from web mining.
208. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
209. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
210. 2.Lashari S. A. and Ibrahim R. Comparative Analysis of data mining techniques.
211. 3.Sayed thousif hussain-Extracting images from web mining.

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