Computer Vision and Pattern Recognition, Signal Processing
7
Scopus Publications
29
Scholar Citations
3
Scholar h-index
1
Scholar i10-index
Scopus Publications
Cardiovascular Abnormalities Identification by Machine Learning Classifiers and its Comparision S. Surendran, B.Malakonda Reddy, P.Muthu Krishnammal, B. Venkataramanaiah, S. Murugesan, Joany. R M 2023 Intelligent Computing and Control for Engineering and Business Systems Iccebs 2023, 2023 Heart diseases related to the heart increasing everywhere. Human beings are suffering from most dangerous cardiovascular disorders (CVD). Features are main parameters to identify diseases. The feature extraction is done from the signals and make ready for the analysis. Where machine learning (ML) is a technique that tells the potential emergence of cardiac disease. Information science uses machine learning to address a variety of difficulties. The basic use of machine learning is the forecasting of a result based on data that is already available. The machine applies the designs from the current dataset to a hidden dataset in order to predict the disorders. There are several arranging calculations to be completed with sufficient accuracy. We have used various machine learning classifiers for identifying CVDs. Random forest (RF) classifier producing highest accuracy compared to other classifiers.
Analysis of SAR images using new image classification methods International Journal of Innovative Technology and Exploring Engineering, 2019
SAR electromagnetic image conditioning using a new adaptive particle swarm optimization Applied Computational Electromagnetics Society Journal, 2018
A Novel Control Scheme for a Standalone Solar PV System Employing a Multiport DC-DC Converter Dibyaraj Krishna Behera, I Anand, B. Malakonda Reddy, S. Senthilkumar 2018 9th International Conference on Computing Communication and Networking Technologies Icccnt 2018, 2018 A power balancing scheme for a standalone solar photovoltaic system using a single inductor based single-input dual-output positive buck-boost (SIDOBB) converter feeding dc loads using solar PV power and a battery energy storage is presented in this paper. A time-sharing controller is utilized to route the extracted solar power to dc load and feed the surplus power to the battery. A simple MPPT algorithm is selected to extract maximum power from the solar PV. The versatile switching and control scheme has been explained in detail. The state space average model has been developed for steady state and transient analysis. MATLAB simulation has been performed for both dual-output buck and boost mode of operation for different load and operating conditions. The corresponding results obtained by simulation satisfactorily demonstrate the working of the system and validates the proposed power flow balancing scheme.
Novel sgmentation technique for synthetic aperture radar target tracking using hybrid PSO method B Malakonda Reddy, Md Zia Ur Rahman International Journal of Engineering and Technology Uae, 2018 In remote sensing applications, it is evidently electromagnetic imaging has more advantages than optical imaging due to its horizon. In such a contest synthetic aperture radars (SAR) plays a vital role. In SAR image processing, segmentation is a key step in identifying and tracking targets, terrain features. Hence, this paper, we present an Improved hybrid PSO method proposed based on multilevel threshold for enhancing the image for segmentation. Experimental results indicate, the proposed methods enhance the edge features effectively with compare to Otsu, Modified Otsu and Region Based Active contour methods.
Adaptive target extraction of synthetic aperture radar images using modified particle swarm optimization Journal of Advanced Research in Dynamical and Control Systems, 2018
Efficient sar image segmentation using bias field estimation Journal of Scientific and Industrial Research, 2017
RECENT SCHOLAR PUBLICATIONS
Image fusion using stationary wavelet transform and particle swarm optimization BM Reddy, VP Kumari IJETA , 2018 2018.0 Citations: 1
SAR electromagnetic image conditioning using a new adaptive particle swarm optimization BM Reddy, MZU Rahman Applied Computational Electromagnetics Society Journal (ACES), 1439-1446 , 2018 2018.0 Citations: 7
Image Fusion Using Stationary Wavelet Transform and Particle Swarm Optimization BMR V. PAVANA KUMARI IJATIR , 2018 2018.0
Novel Sgmentation Technique for Synthetic Aperture Radar Target Tracking using Hybrid PSO Method MZUR B. Malakonda Reddy International Journal of Engineering & Technology 7, 95-100 , 2018 2018.0 Citations: 1
Satellite Image Dehazing and Steganography Using Novel Method P CHANDANA, J SWETHA, M NAVEEN, KJ LAKSHMI, BM REDDY 2018.0
Efficient sar image segmentation using bias field estimation MZU Rahman, BMK Reddy Journal of Scientific & Industrial Research 76 (6), 335-338 , 2017 2017.0 Citations: 10
Novel Segmentation Technique for Target Tracking in Synthetic Aperture Radars BMRMZU Rahman International Journal of Control Theory and Applications , 2017 2017.0 Citations: 3
Interference Reduction using DCI in Multiuser MIMO Channels K Susmitha, BM Reddy, Y Neeraja 2016.0
Object Tracking on a Bayesian Frame Work SK JOHN, BMK REDDY 2014.0
A NOVEL ALGORITHM FOR SATILLITE IMAGE RESOLUTION ENHANCEMENT BASED ON DUAL-TREE COMPLEX WAVELET TRANSFORM (DT-CWT) AND NONLOCAL MEANS (NLM) S AZAS, BMK REDDY 2014.0
Providing Security for ATMs Using Digital Image Processing for Abnormal Incident Detection G Himaja, B Rambabu, BM Reddy International Journal of Advanced Research in Computer Science and … , 2013 2013.0 Citations: 3
Hiding Text in Audio Cover with the High Capacity and Security using Multiple LSBs VDVPJ Ketha Sriramachandram , B.Malakondareddy IFRSA International Journal Of Electronics Circuits And Systems , 2012 2012.0
Blind and robust watermarking for self-Authentication of images using integer wavelet transform G Himaja, BMK Reddy, KVP Raju Int J Comput Technol Electron Eng 2 (3), 61-64 , 2012 2012.0 Citations: 4
Satellite Image Dehazing and Steganography Using Novel Method BM Reddy, P Chandana
Image Processing for Abnormal Incident Detection G Himaja, B Rambabu, BM Reddy
MOST CITED SCHOLAR PUBLICATIONS
Efficient sar image segmentation using bias field estimation MZU Rahman, BMK Reddy Journal of Scientific & Industrial Research 76 (6), 335-338 , 2017 2017.0 Citations: 10
SAR electromagnetic image conditioning using a new adaptive particle swarm optimization BM Reddy, MZU Rahman Applied Computational Electromagnetics Society Journal (ACES), 1439-1446 , 2018 2018.0 Citations: 7
Blind and robust watermarking for self-Authentication of images using integer wavelet transform G Himaja, BMK Reddy, KVP Raju Int J Comput Technol Electron Eng 2 (3), 61-64 , 2012 2012.0 Citations: 4
Novel Segmentation Technique for Target Tracking in Synthetic Aperture Radars BMRMZU Rahman International Journal of Control Theory and Applications , 2017 2017.0 Citations: 3
Providing Security for ATMs Using Digital Image Processing for Abnormal Incident Detection G Himaja, B Rambabu, BM Reddy International Journal of Advanced Research in Computer Science and … , 2013 2013.0 Citations: 3
Image fusion using stationary wavelet transform and particle swarm optimization BM Reddy, VP Kumari IJETA , 2018 2018.0 Citations: 1
Novel Sgmentation Technique for Synthetic Aperture Radar Target Tracking using Hybrid PSO Method MZUR B. Malakonda Reddy International Journal of Engineering & Technology 7, 95-100 , 2018 2018.0 Citations: 1
Image Fusion Using Stationary Wavelet Transform and Particle Swarm Optimization BMR V. PAVANA KUMARI IJATIR , 2018 2018.0
Satellite Image Dehazing and Steganography Using Novel Method P CHANDANA, J SWETHA, M NAVEEN, KJ LAKSHMI, BM REDDY 2018.0
Interference Reduction using DCI in Multiuser MIMO Channels K Susmitha, BM Reddy, Y Neeraja 2016.0
Object Tracking on a Bayesian Frame Work SK JOHN, BMK REDDY 2014.0
A NOVEL ALGORITHM FOR SATILLITE IMAGE RESOLUTION ENHANCEMENT BASED ON DUAL-TREE COMPLEX WAVELET TRANSFORM (DT-CWT) AND NONLOCAL MEANS (NLM) S AZAS, BMK REDDY 2014.0
Hiding Text in Audio Cover with the High Capacity and Security using Multiple LSBs VDVPJ Ketha Sriramachandram , B.Malakondareddy IFRSA International Journal Of Electronics Circuits And Systems , 2012 2012.0
Satellite Image Dehazing and Steganography Using Novel Method BM Reddy, P Chandana
Image Processing for Abnormal Incident Detection G Himaja, B Rambabu, BM Reddy