An efficient method for brain tumor detection and categorization using MRI images by K-means clustering & DWT
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Chetty H, Shah M (2017) A survey on brain tumor extraction approach from MRI images using image processing. In: I2CT
Hunnur MS, Raut A, Kulkarni S (2017) Implementation of image processing for detection of brain tumors. In: ICICCS
Saha C, Hossain MF (2017) MRI brain tumor images classification using K-means clustering, NSCT and SVM. In: IEEE
Dvorak P, Kropatsch W, Bartusek K (2013) Automatic detection of brain tumors in MR images. In: TSP (ISSN-978-1-4799-0404-4)
Naz S, Hameed IA (2015) Automated techniques for brain tumor segmentation and detection: a review study. In: IEEE
Bahadure NB, Ray AK, Thethi HP (2017) Feature extraction and selection with optimization technique for brain tumor detection from MR images. In: ICCIDS
Acuña RG, Tao J, Klette R (2015) Generalization of otsu’s binarization into recursive color image segmentation. In: IVCNZ
Kumar A, Sinha R, Bhattacherjee V, Verma DS, Singh S (2012) Modelling using K-means clustering algorithm. In: Recent advances in information technology (RAIT). IEEE
Bishnu PS, Bhattacherjee V (2012) A dimension reduction technique for K-Means clustering algorithm. In: Recent advances in information technology (RAIT). IEEE
Akram MU, Usman A (2011) Computer aided system for brain tumor detection and segmentation. In: IEEE (ISSN-978-1-61284-941-6)
Logeswari T, Karnan M (2010) An enhanced implementation of brain tumor detection using segmentation based on soft computing. In: International conference on signal acquisition and processing, IEEE 2010, (ISSN-978-0-7695-3960-7)
Mathew AR, Anto PB (2017) Tumor detection and classification of MRI brain image using wavelet transform and SVM. In: ICSPC
Zhang Z, Komazaki N, Toda H, Miyake T, Imamura T (2008) Directional selection of 2D Complex discrete wavelet transform and its application to image processing. In: ICWPR
Vijay J, Subhashini J (2013) An efficient brain tumor detection methodology. In: International conference on communication and signal processing, April 2013, India, (ISSN-978-1-4673-4866-9)
Subashini MM, Sahoo SK (2012) Brain tumour detection using pulse coupled neural network (PCNN) and back propagation network. In: SEISCON—2012 IEEE
Kumar TS, Rashmi K, Ramadoss S, Sandhya LK, Sangeetha TJ (2017) Brain tumor detection using SVM classifier. In: ICSSS
Telrandhe SR, Pimpalkar A, Kendhe A (2016) Detection of brain tumor from MRI images by using segmentation and SVM. In: IEEE
Lau PY, Voon FCT, Ozawa S (2005) The detection and visualization of brain tumors on T2-weighted MRI images using multiparameter feature blocks. In: Proceedings of the 2005 IEEE engineering in medicine and biology 27th annual conference, Shanghai, China, 1–4 September 2005
Islam A, Reza SM, Iftekharuddin KM (2013) Multifractal texture estimation for detection and segmentation of brain tumors. IEEE Trans Biomed Eng. 60(11):3204–3215 (ISSN-0018-9294)