IMAGE RETRIEVAL USING COLOR-TEXTURE FEATURES EXTRACTED FROM GABOR- WALSH WAVELET PYRAMID

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MOHAMMADZADEH SAJJAD; FARSI HASAN

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Journal Paper

Paper Information

Journal: Journal of Information Systems and Telecommunication Year:2014 | Volume:2 | Issue:1 (5) Page(s): 31-40

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Title

IMAGE RETRIEVAL USING COLOR-TEXTURE FEATURES EXTRACTED FROM GABOR- WALSH WAVELET PYRAMID

Author(s)

MOHAMMADZADEH SAJJAD | FARSI HASAN | Issue Writer Certificate

Keywords

CONTENT-BASED IMAGE RETRIEVAL (CBIR)

GABOR FILTER

WALSH TRANSFORM

WAVELET PYRAMID TRANSFORM

TEXTURE

Abstract

Image retrieval is one of the most applicable image processing techniques which have been extensively used. Feature extraction is one of the most important procedures used for interpretation and indexing images in Content-Based Image Retrieval (CBIR) systems. Effective storage, indexing and managing a large number of image collections are critical challenges in computer systems. There are many proposed methods to overcome these problems. However, the rate of image retrieval and speed of retrieval are still interesting fields of researches. In this paper, we propose a new method based on combination of GABOR FILTER and WALSH TRANSFORM and Wavelet Pyramid (GWWP). The Crossover Point (CP) of precision and recall are considered as metrics to evaluate and compare different methods. The Obtained results show using GWWP provides better performance in compared to with other methods.

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APA: Copy

MOHAMMADZADEH, SAJJAD, & FARSI, HASAN. (2014). IMAGE RETRIEVAL USING COLOR-TEXTURE FEATURES EXTRACTED FROM GABOR- WALSH WAVELET PYRAMID. JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST), 2(1 (5)), 31-40. SID. https://sid.ir/paper/332629/en

Vancouver: Copy

MOHAMMADZADEH SAJJAD, FARSI HASAN. IMAGE RETRIEVAL USING COLOR-TEXTURE FEATURES EXTRACTED FROM GABOR- WALSH WAVELET PYRAMID. JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST)[Internet]. 2014;2(1 (5)):31-40. Available from: https://sid.ir/paper/332629/en

IEEE: Copy

SAJJAD MOHAMMADZADEH, and HASAN FARSI, “IMAGE RETRIEVAL USING COLOR-TEXTURE FEATURES EXTRACTED FROM GABOR- WALSH WAVELET PYRAMID,” JOURNAL OF INFORMATION SYSTEMS AND TELECOMMUNICATION (JIST), vol. 2, no. 1 (5), pp. 31–40, 2014, [Online]. Available: https://sid.ir/paper/332629/en

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