Dr. T. Christy Bobby

Image Processing, Signal Processing, AI, Machine Learning and Deep learning Techniques, Cognitive Nero science, Cancer Analysis

• Sumedha S. S., Vijaya Madhavi M., Sandhya K. V. and Christy Bobby, “A simple image processing technique for Non-invasive blood glucose monitoring”, In : V. Komanapalli et al. (eds.), Advances in Automation, Signal Processing, Instrumentation, and Control, Lecture Notes in Electrical Engineering 700, 2021, pp. 2693-2699. https://doi.org/10.1007/978-981- 15-8221-9_252 (Scopus)
• Ramanathan, A. and Christy Bobby, T. (2021) “Classification of Corpus Callosum Layer in Mid-Saggital MRI Images using Machine Learning Techniques for Autism Disorder”, Communications in Computer and Information Science, 1290, pp. 78 - 91. https://doi.org/10.1007/978-981-33- 6463-9_7 (Scopus)
• Vijaya Madhavi & T Christy Bobby, “Gabor Filter Based Classification of mammography using LS-SVM and Random Forest Classifier” CCIS 1036, pp. 69–83, 2019. https://doi.org/10.1007/978-981-13-9184-2_6
• Christy Bobby, T. and Ramakrishnan, S. “Characterization of trabecular architecture in human femur radiographic images using directional multiresolution transform and AdaBoost model”, Lecture Notes in Computer Science, Vol.7677, pp.594-601, 2012. (Scopus Indexed, ISSN: 03029743, SNIP=0.02)
• Dr. T. Christy Bobby, Dr. Shwetha V and Ms. Vijaya Madhavi, Book chapter for a book titled “Computational Techniques for Dental Image Analysis”- Publisher IGI gloabel, chapter titled “Dental Cone Beam Computed Tomography for Trabecular Bone Quality Analysis in Maxilla and Mandible”. Chpter7, 2019

• “Outstanding professor of RUAS” award, Feb 28, 2020

National Conference Papers

• Christy Bobby, T. and Kavita. Avinash. Patil “Characterization of Trabecular Structure in Human Femur Radiographic Images using Sharpness Features for CBIR Application, National Conference on National Conference on Advancements in Biomedical Engineering and Sciences, SSN college of Engineering, Chennai, 2016.
• Christy Bobby, T. and Yadu Prasd, C “ Optimization of KPI parameters of Long term Evolution Wireless networks for real time emergency telemedicine - a proposal, National Conference on National Conference on Advancements in Biomedical Engineering and Sciences, SSN college of Engineering, Chennai, 2016.
• Christy Bobby, T. and Kavita .Avinash. Patil “Biomaterials and Nano Biomaterial for Bone Tissue Engineering – Review, National Conference on Bioelectronics, Biomaterials and Medical Devices, SSN college of Engineering, Chennai, 2014.
• T. Christy Bobby and T. M. Jayanthi (2009), “Specrum Sharing Based Cognitive Radio (CR) Network Orthogonal Beamforming Methodology” NCWCT_09, NMAM Institute of Technology, Nitte, pp. 26-32.
• T. Christy Bobby and S. Ramakrishnan. (2005), “Assessment of human retinal microvascular density using image processing and neural networks’, Proceedings of National Conference on Image Processing” National Conference on Image Processing-with focus on medical applications, M.S.Ramaiah school of advance studies, Bangalore, March 23- 25, pp. 41-44.
• A. Kavitha, T. Christy Bobby, and S. Ramakrishnan, “Wavelet based analysis and quantification of normal and abnormal human red blood cell shapes”, National symposium on Instrumentation (NSI-27), 2002, conducted by Instrument Society of India (ISI) at Bharathiyar University, Coimbatore.

International Conference Papers

• T.Christy Bobby (2020), Benign and Malignant Dermatoscopy Image Classification, Third International Conference on Advances in Electronics, Computers and Communications (ICAECC), REVA university, Bangalore, 11- 12 December 2020, IEEE Conference Record# 50550
• Seema P.D. and Christy Bobby T.(2020) A Review on Image Processing Approaches for Glioma Grading, IEEE Xplore, 2020 Sixth International Conference on Bio Signals, Images, and Instrumentation(ICBSII),Chennai, India, Feb 27-28,
• A Ramanathan and T Christy Bobby “Classification of Corpus Callosum Layer in Mid-Saggital MRI Images using Machine Learning Techniques for Autism Disorder”, MMLA, International Conference On Modeling Machine Learning And Astronomy 21 Nov - 23 Nov 2019, Bangalore.
• Sumedha Sanjiv Kulkarni, Vijaya Madhavi M,Sandhya KV, Christy Bobby”, A Simple Image Processing Technique for Non-Invasive Blood Glucose Monitoring” First International Conference on Automation, Signal Processing, Instrumentation and Control-iCASIC-2020, (February 27-28, 2020), pp168. Paper ID 432, Serial Number 278,
• Rathi Adharshi R, Kiran Kailash S, Sathya Bharathy S, Kavith A, Christy Bobby T, Sudhir G, “Design of Biocompatible Implant for the Closure of Post Disectomy Void and Rent” 9th International Conference On 3D printing and Additive Manufacturing Technologies –AM 2019 , 6-7 September 2019, Hotel Lalith Ashok, Bangalore
• Vijaya Madhavi and T Christy Bobby, “Gabor Filter Based Classification of mammography using LS-SVM and Random Forest Classifier”, International Conference on Recent Trends in Image Processing& Pattern Recognition (RTIP2R) December 21-22, 2018, Solapur, Maharashtra, INDIA.
• B. Divya, C.Sandhya, Dr. A.Kavitha, Dr.T.Christy Bobby , “Influence of Relative Power in Multi-trial Speech Imagery”, IEEE ICCI*CC’18, University of California, Berkeley, USA, 2018.
• Vijaya Madhavi , T Christy Bobby, “Assessment of Dynamic Infrared Images for Breast Cancer Screening using BEMD and URLBP”, in Joint International conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2017) & Power, Circuit and Information Technologies (ICPCIT-2017), Mandanapalle Institute of Technology and Science, Mandanapalle, April 27-29, 2017.
• Christy Bobby T and Kavitha, A. “Exploration of Femur Trabecular Bone Architecture Using Radiographic Imaging and Ultrasound Measurements” Rocky Mountain Bioengineering Symposium, Denver, Colorado, April 21-23, 2017. (Scopus Indexed)
• T. Christy Bobby “Estimation of Femur Morphometric Features for CBIR Application”, in IEEE sponsored 3rd International Conference on Biosignals, Images and Instrumentation, SSN College of Engineering, Chennai (ICBSII2017), March 16-18, 2017
• Vijaya Madhavi , T Christy Bobby, “Thermal Imaging based breast cancer analysis using BEMD and Uniform RLBP”, in IEEE sponsored 3rd International Conference on Biosignals, Images and Instrumentation, SSN College of Engineering, Chennai (ICBSII2017), March 16-18, 2017, pp : 7-13.
• Vijaya Madhavi and T.Christy Bobby “Analysis of Thermographic Images Using Skintone and Levelset Segmentation in RGB, YCb Cr and HSV Planes” 2nd International Conference on Biomedical Systems, Signals and Images, IIT Madras, Feb (24-26). 2016
• Priyadarshini M.P and T.Christy Bobby “SEMG based Computer Assisted diagnosis of Neuromuscular Disorders” 2nd international Conference on Biomedical Systems, Signals and Images, IIT Madras, Feb (24-26). 2016.
• Neha Gopal and T.Christy Bobby “VLSI Implementation For Imaging Based Classification Of Neurodegenerative Diseases- A proposal”, 2nd International Conference on Biosignals, Images and Instrumentation (ICBSII 2015), 19- 21 March 2015, at SSN College of Engineering, Chennai, India.
• Christy Bobby T. and Ramakrishnan, S. “Evaluation of human femur bone radiographic images using Adaboost and support vector machines” in Proc. of American Society of Mechanical Engineering : International Mechanical Engineering Congress & Exposition, Denver, USA, pp.241-245, 2011.
• Christy Bobby T. and Ramakrishnan, S. “Trace transform based analysis of femur bone strength using radiographic images” in Proc. of International Conf. on Trends in Industrial and Automation, Chennai, pp.192-196, 2011.
• Christy Bobby, T. and Ramakrishnan, S. “Characterization of trabecular structure in human femur radiographic images using ridgelet transform and support vector machines”, Rocky Mountain Bioengineering Symposium, Virginia Tech, Wake Forest, N.C. March 23-25, 2012.( Scopus Indexed)
• Christy Bobby, T. and Ramakrishnan, S. “Slantlet transform based analysis of femur bone strength using radiographic images” in Proc. of International Conf. on Power, Control and Embedded Systems, Chennai, pp.395-400, 2010.
• T. M. Jayanthi and T. Christy Bobby (2009), “Intelligent Measurements Sensing Environments exploiting edge capability for Wireless sensor Networking”,ICET-2009,Velammal College of Engineering &Technology, Madurai, pp. 28-33.
• T. Christy Bobby and T. M. Jayanthi (2009), “Quantitative Assessment on Human Retinal Microvasculature Using Wavelets”, International Conference on Biomedical Instrumentation and Healthcare Engineering at Meenakshi Sundararajan Engineering College, Chennai Aug 6-8, 2009. pp. 38-42
• T. Christy Bobby and S. Ramakrishnan, “Morphological Analysis On Human Retinal Microvasculature Using Wavelet Transforms”, Proceedings on II International conference on Medical Diagnosis and Technical Procedures- ICMDTP-2004, IIT- Chennai, pp 175-178.

International Journal Papers

International Journals (Scopus Indexed)

• Rohan Kotha, Priya Rani, Femi Robert, Christy Bobby, Suresh Kumar and Jac Fredo, “Damage monitoring in fiber‐reinforced polymer composites using adaptive threshold methods and geometric features”, Journal of the Brazilian Society of Mechanical Sciences and Engineering, 45(14), 2022 (Q2)
• Vijaya Madhavi and Christy Bobby T “Exploration of fibro-glandular region and breast density classification of digitised mammograms using least square support vector machine, Int. J. Biomedical Engineering and Technology (Accepted for publication)-2022.(Q4)
• Siva Manohar Reddy Kesu, Christy Bobby T, Hariharan Ramasangu, Pressure Flow Dynamics in Kidney Model Using Cellular Automata Rules, Journal of Medicinal and Chemical Sciences, 1276-90-2022.(Q3)
• Anubhav Koul, Hima Bindu, Ravishankar, Reshmi, Christy Bobby, “A Digital chairside Technique for an Accurate Evaluations of the Taper of the Prepared teeth for the restoration of crowns and fixed partial Dentures”The Journal of Contemporary Dental Practice (JCDP), 22(8), 969- 972, 2021(Q3)
• Swathi N and T. Christy Bobby, “Breast cancer segmentation of mammographics images using generative adversarial network”, Biomedical Sciences Instrumentation Journal, 57(2), April 2021, pp.247- 255. (Scopus indexed paper )
• Vijaya Madhavi and Christy Bobby T, “Assessment of asymmetry in bilateral static frontal breast thermograms using difference image and radiomic features” Biomedical Sciences Instrumentation Journal, 57(2), April 2021, pp. 256-263. (Scopus indexed paper )
• Seema P. D., Christy Bobby T. and Anandh K. R., “Radiomics based single and multi-class Glioma classification using support vector machine variants”, Biomedical Sciences Instrumentation Journal, 57(2), April 2021, pp : 264-272. (Scopus indexed paper )
• S. Sushma, T. Christy Bobby and S. Malathi, “Emotion analysis using signal and image processing approach by implementing deep neural network”, Biomedical Sciences Instrumentation Journal, 57(2), April 2021, pp. 312-320. (Scopus indexed paper )
• Vijaya Madhavi & Christy Bobby Thomas , Multi-view breast thermogram analysis by fusing texture features, Quantitative InfraRed Thermography Journal, Taylor & Francis , 2019,16:1, pp.111-128.(IF:1.1) sci (Q3) Vijaya Madhavi & Christy Bobby “Dynamic Infrared Images for Breast Cancer Screening using BEMD and URLBP”, International Journal of Pure and Applied Mathematics, Vol 114, NO.10, 2017,pp-261-269, [Scopus Indexed, ISSN : 1311-8080](IF : 0.21)
• Christy Bobby, T. and Ramakrishnan, S. “Characterization of trabecular structure in human femur radiographic images using ridgelet transform and support vector machines”, Biomedical Sciences Instrumentation (ISA publications), Vol.48, pp.532-49, 2012. (Impact Factor = 1.419, 22846329 Medline ID, ISSN 00678856) (0.08)

International Journals (Non - Indexed)

• T. Christy Bobby “Differentiation of soft bone strength in human femur radiographic images using sharpness feature and extreme learning machine”, International journal of Emerging technology and advanced Engineering, Vol 4,Issue 6, 2014.
• Mohamed Shahid. S, Abdul Imran Rasheed, T.Christy Bobby, “ASIC Implimentation of a secure Image coding based on DWT and AES processor” International journal of Advanced research in computer science and software Engineering, vol 4, Issue 6, 2014, pp 1009-1014
• Neha Gopal and T.Christy Bobby “VLSI Implementation for Imaging Based Classification of Neuro Degenerative Deseases” International Journal for Technological research in engineering” Vol 2, Issue 9, May 2015. ISSN : 2347 - 4718.
• Gayathri. R, Vijaya Madhavi and T.Christy Bobby “FPGA Based Diagnosis and Classification of Breast Disease using Thermographic Images” Intrnational journal of Scientific Research and Management· Volume 3, Issu6, 2015. ISSN:2321-3418.
• Christy Bobby T “Subregion Analysis of Human Femur Trabecular Bone Strength Using Radiographic Images and Multidirectional Multiscale Transform”, Australian Journal of Basic and Applied Sciences. Vol 10 (5) special, 2016, pp 46-53. (IF : 0.23)

• ISTE (Applied)

• Innovation Patent by IP Australia for an invention entitled "An Image Processing System and Method for Salivary Glucose Analysis" (Patent number : 2021104837); Dated 23/3/2022