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Title: :  Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL
PaperId: :  10678
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 4 2019
DUI:    16.0415/IJARIIE-10678
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ghulam Hussain SolangiIndus University Karachi
Shakeel Ahmed JokhioBahria University Karachi
Mukesh MalaniIndus University Karachi
Manzoor HussainIndus University Karachi
Sanaullah MemonShaheed Benazir Bhutto University Shaheed Benazir Abad
Sabeeh AhmedIndus University Karachi
kazim aliIndus University Karachi
saad ahmedIndus University Karachi

Abstract

Computer Engineering
Image Retrieval systems, Histogram oriented Gradient, Gabor Feature and Grayscale image
Content-based image retrieval is one amongst the difficult problems for obtaining the connected image from a pool of info with giant image databases turning into a reality each in scientific and medical domain and within the large advertising/marketing domain, strategies for organizing a info of pictures and for economical retrieval became vital. An image shape is characterized through features of comprehensive shape, color and texture. Content-based image retrieval (CBIR), additionally referred to as query by image content (QBIC) and content-based visual information retrieval (CBVIR) is that the application of computer vision techniques to the image retrieval issues, that is, the matter of finding out digital pictures in massive databases. The components are being utilized to retrieve image and cataloging the systems. This paper contrasts two strategies established on image retrieval such as Gabor filter and Histogram Oriented Gradient (HOG). These patterns are differentiated via their correctness and accuracy. The results of experiment show that Gabor filter is not more accurate and efficient than HOG.

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IJARIIE Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. "Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 4 2019 Page 920-928
MLA Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. "Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL." International Journal Of Advance Research And Innovative Ideas In Education 5.4(2019) : 920-928.
APA Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, & saad ahmed. (2019). Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL. International Journal Of Advance Research And Innovative Ideas In Education, 5(4), 920-928.
Chicago Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. "Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 4 (2019) : 920-928.
Oxford Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. 'Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, 2019, p. 920-928. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Content_Based_Image_Retrieval___COMPARATIVE_ANALYSIS_OF_GABOR_FEARURE_AND_HISTORGRAM_ORIENTED_GRADIENT_USING_TEXTURE_FEATURES_FOR_CONTENT_BASED_IMAGE_RETRIEVAL_ijariie10678.pdf (Accessed : 13 September 2020).
Harvard Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. (2019) 'Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL', International Journal Of Advance Research And Innovative Ideas In Education, 5(4), pp. 920-928IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Content_Based_Image_Retrieval___COMPARATIVE_ANALYSIS_OF_GABOR_FEARURE_AND_HISTORGRAM_ORIENTED_GRADIENT_USING_TEXTURE_FEATURES_FOR_CONTENT_BASED_IMAGE_RETRIEVAL_ijariie10678.pdf (Accessed : 13 September 2020)
IEEE Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed, "Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, pp. 920-928, Jul-Aug 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/Content_Based_Image_Retrieval___COMPARATIVE_ANALYSIS_OF_GABOR_FEARURE_AND_HISTORGRAM_ORIENTED_GRADIENT_USING_TEXTURE_FEATURES_FOR_CONTENT_BASED_IMAGE_RETRIEVAL_ijariie10678.pdf [Accessed : 13 September 2020].
Turabian Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. "Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 4 (13 September 2020).
Vancouver Ghulam Hussain Solangi, Shakeel Ahmed Jokhio, Mukesh Malani, Manzoor Hussain, Sanaullah Memon, Sabeeh Ahmed, kazim ali, and saad ahmed. Content Based Image Retrieval - COMPARATIVE ANALYSIS OF GABOR FEARURE AND HISTORGRAM ORIENTED GRADIENT USING TEXTURE FEATURES FOR CONTENT BASED IMAGE RETRIEVAL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 13 September 2020]; 5(4) : 920-928. Available from: http://ijariie.com/AdminUploadPdf/Content_Based_Image_Retrieval___COMPARATIVE_ANALYSIS_OF_GABOR_FEARURE_AND_HISTORGRAM_ORIENTED_GRADIENT_USING_TEXTURE_FEATURES_FOR_CONTENT_BASED_IMAGE_RETRIEVAL_ijariie10678.pdf
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