Dr. Parthasarathy Guturu
University of North Texas
Electrical Engineering
(940) 891-6877
Email:

Education

PhD, Indian Institute of Technology, Kharagpur, 1984.
Major: Engineering
Dissertation Title: Pattern Recognition Methods for High Dimensional Problems-Some Studies and Developments.
PGDip, Indian Institute of Technology, Kharagpur, 1975.
Major: Computer Technology
BTech, Indian Institute of Technology, Kharagpur, 1973.
Major: Electronics & Electical Communication Engineering

Professional Positions

Uncategorized
Associate Professor, University of North Texas, Denton. (2010 – Present).
Assistant Professor, University of North Texas, Denton. (2004 – 2010).
Adjunct Professor, University of North Texas. (2002 – 2004).
Software Architect, Nortel Corporation. (2002 – 2004).
Senior Designer/Architect, Nortel Networks, Ottawa/Richardson. (1997 – 2004).
Senior Member of Scientific Staff, Nortel Corporation. (1997 – 2002).
Lecturer through Associate Professor, Indian Institute of Technology, Kharagpur. (1984 – 1997).
Visiting Research Professor, Universite du Quebec, Montreal, Canada. (1994 – 1996).
Associate Professor, Indian Institute of Technology, Kharagpur (I.I.T.), India. (1991 – 1994).
Assistant Professor, Indian Institute of Technology, Kharagpur (I.I.T.), India. (1985 – 1991).
Senior Scientific Officer, Indian Institute of Technology, Kharagpur (I.I.T.), India. (1983 – 1984).
Junior Scientific Officer, Indian Institute of Technology, Kharagpur (I.I.T.), India. (1983 – 1983).

Professional Memberships

Senior Member, IEEE. (1990 – Present).

Member, IEEE. (1984 – 1990).

Teaching

Teaching Experience

University of North Texas
CSCE 5900, Special Problems, 1 course.
CSCE 5934, Directed Study, 4 courses.
CSCE 5950, Master's Thesis, 2 courses.
CSCE 6940, Individual Research, 5 courses.
CSCE 6950, Doctoral Dissertation, 4 courses.
CSCI 3780, Introduction to Computer Networks, 1 course.
CSCI 4890, Directed Study, 1 course.
CSCI 5520, Software Development, 1 course.
EENG 1910, Learning to Learn Project, 1 course.
EENG 2710, Digital Logic Design, 19 courses.
EENG 2910, Project III (Circuit Design and Analysis Using SPICE), 1 course.
EENG 2920, Project IV (CAD Tools and Design), 3 courses.
EENG 2980, Experimental Course, 1 course.
EENG 3710, Computer Organization, 22 courses.
EENG 4010, Topics in Electrical Engineering, 18 courses.
EENG 4310, Control Systems Design, 11 courses.
EENG 4810, Computer Networks, 17 courses.
EENG 4850, Computer Vision & Image Analysis, 1 course.
EENG 4900, Special Problems in Electrical Engineering, 1 course.
EENG 5310, Control Systems Design, 23 courses.
EENG 5640, Computer Vision and Image Analysis, 22 courses.
EENG 5890, Directed Study, 43 courses.
EENG 5900, Special Problems, 10 courses.
EENG 5932, Internship, 2 courses.
EENG 5940, Advanced Topics in Electrical Engineering, 12 courses.
EENG 5950, Master's Thesis, 22 courses.
EENG 6940, Individual Research, 3 courses.
EENG 6950, Doctoral Dissertation, 6 courses.

Directed Student Learning

Dissertation Committee Chair,"Deep Learning applications," Electrical Engineering. (2021 – Present).

Directed Individual/Independent Study,"SNAP 3D: A Constrained Placement Driven Physical Design for 3D ICs," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Container Technologies for ARM Architecture," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Edge Centric Hosted Beyond 5G Infrastructurefor Optimized Performance.," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Design of an Electrical Regenerative Breaking System for E-Bike Applications," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Machine Learning Applications and Opportunities in IC Design Flow," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Electric Shock Stimulation for Complex Leakage Current Waveforms," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"A High Gain 3 Port Converter Integrated with EV Fuel Cell/Battery Sources," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Optimization of Industrial Power Systems.," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Seamless Integration with Thunder Bolt," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Evaluation of Waste Heat Recovery of Electrical Power Train.," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Application of Natural Language Processing in Semiconductor Manufacturing," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Enabling Industrial Motion Control through IoT Multiagent Communication," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Exploring Fundamentals and Advancements of PCB Design in Electronic Product.," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"On-chip Reconfigurable Microwave Photonic Processor," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Kinematic Modelling of a Robotic Arm Manipulator," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Design and Simulation of a Novel AC to DC Bridgeless SEPIC Converter," Electrical Engineering. (August 2023 – December 2023).

Directed Individual/Independent Study,"Dual Band Dual Polarized Planar Antenna for 5 Millimeter Wave Antenna," Electrical Engineering. (August 2023 – December 2023).

Dissertation Committee Member,"Quantum Computing," Electrical Engineering. (2023 – February 2022).

Directed Individual/Independent Study,"An In-depth Analysis of Electric Vehicles," Electrical Engineering. (May 2023 – June 2023).

Directed Individual/Independent Study,"An In-depth Analysis of Electric Vehicles," Electrical Engineering. (May 2023 – June 2023).

Directed Individual/Independent Study,"Power Electronics: Enabling Technologies for Renewable Energy Integration," Electrical Engineering. (May 2023 – June 2023).

Other,"Smart Green House Maintenance System," Electrical Engineering. (May 2023).

Directed Individual/Independent Study,"Distributed Computing and Communications in 5G," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Optimizing Network Performance with Software Defined Networking.," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Automotive Software in Connected and Autonomous Electric Vehicles," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Trends and Developments of E-Vehicles," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Compressive Sensing: Advancements, Limitations, and Future Directions," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Inductive Power Transfer Coils with an Improved Magnetic Design," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"PID Control System AQnalysis, Design, and Technology," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Optimization Design Strategies in ASIC Design Flow," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Dual-Active-Bridge DC-DC Converter Modelling," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Exploring the Fundamentals and Advancements of PCB Design," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Exploring the Fundamentals and Advancements of PCB Design," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Analysis of Compressive Sensing," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Study and Validation of Singularities for a FANUC LR Mate 200ic Robot," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"An In-depth Analysis of Electric Vehicles," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Geothermal Power Technology," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Direct Universal Access to FPGA," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Control of Hybrid Electric Vehicles," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"An Analysis of Version Control Systems," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"RISC V Digital ASIC Implementation: Commercial and Open Lane Approaches," Electrical Engineering. (January 2023 – May 2023).

Directed Individual/Independent Study,"Optical Hybrid Wireless Networks: Trends, Opportunities, Challenges and Research Directions," Electrical Engineering. (December 2022).

Directed Individual/Independent Study,"6G Enabled Smart Infrastructure for Sustainable Society," Electrical Engineering. (December 2022).

Directed Individual/Independent Study,"THz Band Wireless Communications," Electrical Engineering. (December 2022).

Directed Individual/Independent Study,"GEOTHERMAL POWER TECHNOLOGY," Electrical Engineering. (December 2022).

Other,"Smart Green House Design," Electrical Engineering. (August 2022 – December 2022).

Other,"Managing Traffic using Image Processing," Electrical Engineering. (August 2022 – December 2022).

Directed Individual/Independent Study,"A Two-stage Single-phase Grid-connected Solar-PV System with Simplified Power Regulation," Electrical Engineering. (2022 – 2022).

Master's Thesis Committee Member,"Distributed Source Coding with LDPC odes: Algorithms and Applications," Electrical Engineering. (2022 – October 2022).

Master's Thesis Committee Member,"Machine Learning Improvements to Data Partitioning and Classification Applied to Cardiac Arrhythmia Signals," Electrical Engineering. (2021 – October 2022).

Directed Individual/Independent Study,"FPGA Based Image Processing Processor," Electrical Engineering. (May 2022 – August 2022).

Master's Thesis Committee Member,"EFFICIENT CONVOLUTIONAL NEURAL NETWORKS IN IMAGE PROCESSING APPLICATIONS," Electrical Engineering. (2021 – June 2022).

Dissertation Committee Member,"From Distributed Sparse PCA to General Nonconvex Distributed Optimization and Acceleration," Electrical Engineering. (2020 – February 2022).

Other,"Automatic UV Disinfection Robot," Electrical Engineering. (2021 – 2021).

Master's Thesis Committee Chair,"Deep Learning Applications," Electrical Engineering. (2020 – 2021).

Master's Thesis Committee Member,"TBD," Electrical Engineering. (2020 – 2021).

Master's Thesis Committee Member,"TBD," Electrical Engineering. (2020 – 2021).

Master's Thesis Committee Member,"TBD," Electrical Engineering. (2020 – 2021).

Directed Individual/Independent Study,"Image Fusion," Electrical Engineering. (September 2020 – December 2020).

Directed Individual/Independent Study,"Machine Learning," Electrical Engineering. (September 2020 – December 2020).

Other,"Rain Sensing Automatic Car Wiper," Electrical Engineering. (2020 – December 2020).

Directed Individual/Independent Study,"Sensors & Sensor Fusion," Electrical Engineering. (January 2020 – May 2020).

Directed Individual/Independent Study,"CLOUD CONVERGENCE AND IoT," Electrical Engineering. (January 2020 – May 2020).

Directed Individual/Independent Study,"Cloud Platform as a Service for Embedded Systems," Electrical Engineering. (January 2020 – May 2020).

Directed Individual/Independent Study,"INTERNET OF THINGS- CHALLENGES & SECURITY IN REAL WORLD," Electrical Engineering. (January 2020 – May 2020).

Directed Individual/Independent Study,"EVALUATING THE PERFORMANCE OF COGNITIVE RADIO USERS IN MIMO-OFDM-BASED WIRELESS NETWORKS," Electrical Engineering. (September 2019 – December 2019).

Directed Individual/Independent Study,"SAR IMAGE SEGMENTATION BASED ON ACTIVE CONTOURS WITH FUZZY PSO CLUSTERING," Electrical Engineering. (September 2019 – December 2019).

Directed Individual/Independent Study,"Term Paper on 5G Wireless," Electrical Engineering. (September 2019 – December 2019).

Directed Individual/Independent Study,"Enhancement of Low Resolution Image using Sparse Representation," Electrical Engineering. (September 2019 – December 2019).

Directed Individual/Independent Study,"Internet of Things (IoT)," Electrical Engineering. (September 2019 – December 2019).

Directed Individual/Independent Study,"Edge Detection Process Using Different Edge Detection Techniques," Electrical Engineering. (September 2019 – December 2019).

Directed Individual/Independent Study,"Image Captioning using Deep Learning," Electrical Engineering. (September 2019 – December 2019).

Other,"Feedback control system for converting vibrations in electromechanical systems into electric power," Electrical Engineering. (August 2017 – November 2019).

Dissertation Committee Chair,"Deep Learning Approach for Sensing Cognitive Radio Channel Status," Electrical Engineering. (January 2017 – November 2019).

Directed Individual/Independent Study,"Robust Image Segmentation Algorithm for Noisy SAR Images," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"SURVIELLANCE VEHICLE," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"IoT (Internet of Things)," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"NEURALCOMPUTING -A SURVEY OF DEEP NEURAL NETWORK ARCHITECTURES AND THEIR APPLICATIONS," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"FAST IMAGE ENCRYPTION AND DECRYPTION USING CHAOTIC MAPS," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"COLOR IMAGE SEGMENTATION TECHNIQUES," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"IOT AND CLOUD CONVERGENCE," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"Bayesian Theorem and its applications in common daily life problems," Electrical Engineering. (January 2019 – May 2019).

Directed Individual/Independent Study,"Color Image Segmentation Techniques," Electrical Engineering. (December 2018).

Directed Individual/Independent Study,"Bio-Inspired Methods for Cognitive Radio," Electrical Engineering. (December 2018).

Directed Individual/Independent Study,"Design and Implementation of a High Speed Serial Peripheral Interface," Electrical Engineering. (December 2018).

Other,"Remote Solar Power System," Electrical Engineering. (2018 – December 2018).

Other,"Smart Parking System," Electrical Engineering. (2018 – December 2018).

Directed Individual/Independent Study,"PROPELLER DISPLAY," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"Simulation of Network Access Control Lists," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"TEXTURE IMAGE RETRIEVAL USING ROTATION-INVARIANT GABOR FILTER BANK," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"MPPT tracking using sliding mode control," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"DESIGN AND IMPLEMENTATION OF LOW POWER ARITHMETIC AND LOGIC UNIT," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"GPS BASED OFFLINE VEHICLE TRACKING USING ARDUINO," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"Design of a 32-Bit RISC Controller using Verilog," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"Robust Digital Image Watermarking," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"DESIGN AND SIMULATION OF U-SLOT DUAL-BAND ANTENNA AND E-SLOT TRIPLE-BAND ANTENNA USING CST STUDIO SUITE," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"MMSE CHANNEL ESTIMATION IN LIGHT OF DFT FOR OFDM SYSTEM," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"ECG SIGNAL ANALYSIS USING DWT," Electrical Engineering. (May 2018).

Directed Individual/Independent Study,"DESIGN OF COMPARATOR USING DIFFERENT LOGIC STYLES OF FULL ADDER," Electrical Engineering. (May 2018).

Other,"Electric Vehicle Conversion," Electrical Engineering. (December 2017).

Other,"Woreless Charging System," Electrical Engineering. (December 2017).

Other,"Smart Irrigation System," Electrical Engineering. (December 2017).

Other,"Opnet based Performance Evaluation of Hybrid Zigbee Networks," Electrical Engineering. (August 2017).

Other,"Simulink Based Design and Implementation of Wireless Sensor Networks," Electrical Engineering. (May 16, 2017).

Other,"Dynamic blinds," Electrical Engineering. (December 2016).

Other,"Helmet Heads up Display Meter," Electrical Engineering. (December 2016).

Other,"Solar Panel Cooling System," Electrical Engineering. (December 2016).

Other,"Wireless Fuel Level Sensor," Electrical Engineering. (August 2016).

Other,"Smart Home System," Electrical Engineering. (August 2016).

Other,"“Object Recognition & Tracking,”," Computer Science and Engineering. (2007 – 2011).

Other,"Application of Tracking Methods to OFDM Communication,". (2009 – 2010).

Other,"“Particle Filter Applications to Computer Vision,”,". (2009 – 2009).

Other,"“Smart Real-time Algorithms for Object Recognition and Tracking,”,". (2007 – 2007).

Other. (2007 – 2007).

Awards and Honors

Received Provost's Transformative Instruction Summer Faculty Fellowship, University Of North Texas, Denton. (2008 – 2009).

Received Provost's Transformative Instructional Initiative award, University of North Texas, Denton. (2008 – 2008).

Research

Published Intellectual Contributions

Abstracts and Proceedings
Guturu, P. (2006). "A Novel Invisible Color Image Watermarking Scheme using Image Adaptive Watermark Creation and Robust Insertion-Extraction," www.ee.unt.edu/public/guturu/InvWaterMkngISM06.pdf or http://ieeexplore.ieee.org/iel5/4061132/4061133/04061163.pdf?tp=&arnumber=4061163&isnumber=4061133 . Related Links: http://www.ee.unt.edu/public/guturu/InvWaterMkngISM06.pdf http://ieeexplore.ieee.org/iel5/4061132/4061133/04061163.pdf?tp.
Guturu, P. (2006). "Course Remodeling by Integration of Project-based Education with L2L Principles for Enhanced Student Learning Experience," www.ee.unt.edu/public/guturu/Paper3189PresentedInICEE06.pdf . Related Links: http://www.ee.unt.edu/public/guturu/Paper3189PresentedInICEE06.pdf.
Guturu, P. (2006). "Innovative Approaches to Electrical Engineering Education,".
Guturu, P. (2006). "Work In Progress: An Innovative Electrical Engineering Program Integrating Project-oriented and Lifelong Learning Pedagogies," . www.ee.unt.edu/public/guturu/WIP-InnoEEPgmFIE06.pdf or or http://ieeexplore.ieee.org/iel5/4116829/4116830/04117079.pdf?tp=&arnumber=4117079&isnumber=4116830 . Related Links: http://www.ee.unt.edu/public/guturu/WIP-InnoEEPgmFIE06.pdf http://www.ee.unt.edu/public/guturu/WIP-InnoEEPgmFIE06.pdf or http://ieeexplore.ieee.org/iel5/4116829/4116830/04117079.pdf?tp.
Guturu, P. (2005). Architecture and Algorithm for High Performance Fault-tolerant Replication of Sensitive Military and Homeland Security C3I Database Messages," http://ieeexplore.ieee.org/iel5/10687/33743/01605994.pdf?tp=&arnumber=1605994&isnumber=33743 . Related Links: http://ieeexplore.ieee.org/iel5/10687/33743/01605994.pdf?tp.
Guturu, P. (2003). "An Efficacious Method for Dual Band Multi-carrier Traffic llocation in CDMA Wireless Systems,".
Guturu, P. (1995). "Disparity estimation from a stereo pairs using recurrent neural networks,".
Guturu, P. (1994). "Clique Finding- A Genetic Approach,".
Guturu, P. (1992). "A Hough Transform Based Approach to Poly-line Approximation of Object Boundaries,".
Guturu, P. (1992). "On Recognition of Bengali Numerals with Back-propagation Learning,".
Guturu, P. (1991). "A Stable Learning Algorithm for Recurrent Neural Networks,".
Guturu, P. (1990). "An Abductive Inferencing Scheme for Object Recognition,".
Guturu, P. (1989). "Recognition of Partial Planar Shapes using Abductive Reasoning,".
Guturu, P. (1984). "A KNN Method for Low Sample Problems,".
Book Chapter
Guturu, P. (2008). "Computational Intelligence in Multimedia Networking and Communications- Trends and Future www.ee.unt.edu/public/guturu/CIB-16SpringerVerlag07.pdf Directions," Chapter 2 in A. E. Hassanien, J. Kacprzyk, and A. Abraham (eds.) Computational Intelligence in Multimedia Processing: Recent Advances in the Series "Studies in Computational Intelligence," Related Links: http://www.ee.unt.edu/public/guturu/CIB-16SpringerVerlag07.pdf.
Guturu, P. (2004). "Recognition of Occluded Objects with Heuristic Search," Selected Papers on Automatic Object Recognition, Ed..
Guturu, P. (1991). Recognition of Occluded Objects with Heuristic Search,". SPIE Milestone Series(MS41), . Bellingham, Wash., USA : SPIE Optical Engineering Press.
Conference Proceeding
Depoian, A. C., Adams, E. R., Riley, J. C., Bailey, C. P., Guturu, P. (2023). Efficient Vision Transformer Classification of COVID-19 in Chest X-Rays. 2023 IEEE MetroCon. 1-3.
Depoian, A. C., Adams, E. R., Bailey, C. P., Guturu, P. (2023). Tiny Entropy Based Image Compression. 2023 IEEE MetroCon. 1-3.
Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Land Use Classification Efficient Vision Transformer. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. 2922-2925.
Cayce, G. I., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Augmented multi-head classification network: MHATT. Signal Processing, Sensor/Information Fusion, and Target Recognition XXXII. 12547, 125470Z. SPIE.
Adams, E. R., Depoian, II, A. C., Kurz, A. G., Bailey, C. P., Guturu, P. (2023). Automatic target detection utilizing an edge IR vision transformer (EIR-ViT). Automatic Target Recognition XXXIII. 12521, 125210T. SPIE.
Adams, E. R., Riley, J. C., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Efficient segmentation of Martian dust storms. Unmanned Systems Technology XXV. 12549, 1254909. SPIE.
Depoian, II, A. C., Adams, E. R., Chiapputo, N., Bailey, C. P., Guturu, P. (2023). Entropy bottleneck network for IR image compression. Multimodal Image Exploitation and Learning 2023. 12526, 125260M. SPIE.
Cayce, G. I., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2023). Ethical data splitting utilizing L1-norm principal component analysis. Big Data V: Learning, Analytics, and Applications. 12522, 1252208. SPIE.
Depoian, II, A. C., Bailey, C. P., Murrell, E., Guturu, P. (2023). PCA informed non-linear channel color quantization. Multimodal Image Exploitation and Learning 2023. 12526, 1252607. SPIE.
Adams, E. R., Depoian, II, A. C., Kurz, A. G., Cayce, G. I., Riley, J. C., Bailey, C. P., Guturu, P. (2023). Efficient Bounding Box Selection for Object Localization. 2023 IEEE 16th Dallas Circuits and Systems Conference (DCAS). 1-4.
Riley, J., Williams, S., Reyna, C., Adams, E., Depoian, A. C., Bailey, C. P., Guturu, P. (2022). Classifying the Devil in the Dust: Edge AI. 2022 IEEE MetroCon. 1-3.
Cayce, G. I., Depoian, A. C., Bailey, C. P., Guturu, P. (2022). Improved Neural Network Arrhythmia Classification Through Integrated Data Augmentation. 2022 IEEE MetroCon. 1-3.
Depoian, A. C., Adams, E., Kurz, A., Bailey, C. P., Guturu, P., Namuduri, K. (2022). Recent Advances in Entropy Based Image Compression. 2022 IEEE MetroCon. 1-3.
Kurz, A., Adams, E., Depoian, A. C., Bailey, C. P., Guturu, P. (2022). WMC-ViT: Waste Multi-class Classification Using a Modified Vision Transformer. 2022 IEEE MetroCon. 1-3.
Kim, H. J., Depoian, A. C., Cayce, G., Rivera, M., Bailey, C. P., Jaques, L. E., Guturu, P. (2022). Architecture Enhancement of Convolutional Neural Networks for Arrhythmia Classification. 2022 IEEE 15th Dallas Circuit And System Conference (DCAS). 1-6.
Xie, D., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2022). A novel deep learning algorithm to process COVID-19 chest x-rays. Anomaly Detection and Imaging with X-Rays (ADIX) VII. 12104, 106 -- 112. SPIE. https://doi.org/10.1117/12.2619141
Cayce, G. I., Depoian, II, A. C., Kim, H. J., Bailey, C. P., Guturu, P. (2022). Building superior heartbeat classification datasets. Big Data IV: Learning, Analytics, and Applications. 12097, 205 -- 211. SPIE. https://doi.org/10.1117/12.2619145
Kurz, A., Adams, E., Depoian, II, A. C., Kim, H. J., Bailey, C. P., Guturu, P. (2022). Improving underwater object classification: BC-ViT. Ocean Sensing and Monitoring XIV. 12118, 132 -- 138. SPIE. https://doi.org/10.1117/12.2619134
Jaques, L. E., Depoian, II, A. C., Murrell, E., Xie, D., Bailey, C. P., Guturu, P. (2022). Novel L1 PCA informed K-means color quantization. Big Data IV: Learning, Analytics, and Applications. 12097, 151 -- 157. SPIE. https://doi.org/10.1117/12.2619139
Kim, H. J., Depoian, II, A. C., Bailey, C. P., Guturu, P. (2022). Novel neural network architecture for energy prediction. Big Data IV: Learning, Analytics, and Applications. 12097, 34 -- 38. SPIE. https://doi.org/10.1117/12.2619143
Jaques, L. E., Depoian, II, A. C., Xie, D., Bailey, C. P., Guturu, P. (2021). A machine learning approach to medical data identification through principal component analysis. Big Data III: Learning, Analytics, and Applications. 11730, 7 -- 15. SPIE. https://doi.org/10.1117/12.2586038
Depoian, A. C., Jaques, L. E., Xie, D., Bailey, C. P., Guturu, P. (2021). Neural network image fusion with PCA preprocessing. Big Data III: Learning, Analytics, and Applications. 11730, 132 -- 147. SPIE. https://doi.org/10.1117/12.2588039
Xie, D., Depoian, II, A. C., Jaques, L. E., Bailey, C. P., Guturu, P. (2021). Novel technique for broadcast footage overlay text recognition. Real-Time Image Processing and Deep Learning 2021. 11736, 149 -- 155. SPIE. https://doi.org/10.1117/12.2588177
Depoian, II, A. C., Jaques, L. E., Xie, D., Bailey, C. P., Guturu, P. (2020). Computer vision learning techniques for sports video analytics: removing overlays. Big Data II: Learning, Analytics, and Applications. 11395, 61 -- 72. SPIE. https://doi.org/10.1117/12.2560888
Guturu, P. (2008). "FPGA Implementation of an 8-bit Simple Processor,".
Mohanty, S., Guturu, P., Kougianos, E., Pati, N. (2006). A novel invisible color image watermarking scheme using image adaptive watermark creation and robust insertion-extraction. Multimedia, 2006. ISM’06. Eighth IEEE International Symposium on. 153–160.
Guturu, P. (1996). "La Segmentation d'images par System la base de Connaissances (Image Segmentation by a Knowledge Based System),".
Guturu, P. (1995). "A recurrent Neural Network Approach to shortt-term load forecasting in electric power system.
Journal Article
Mohanty, S., Kougianos, E., Guturu, P. (2018). SBPG: Secure Better Portable Graphics for Trustworthy Media Communications in the IoT. IEEE Access. 6, 5939--5953. IEEE.
Mohanty, S., Sengupta, A., Guturu, P., Kougianos, E. (2017). Everything You Want to Know About Watermarking: From Paper Marks to Hardware Protection: From paper marks to hardware protection.. IEEE Consumer Electronics Magazine. 6(3), 83--91. IEEE.
Mohanty, S., Sengupta, A., Guturu, P., Kougianos, E. (2017). Everything You Wanted to Know About Watermarking. IEEE Consumer Electronics Magazine. 7(3), 83-91. IEEE.
Guturu, P. (2017). Explosive Wireless Consumer Demand for Network Bandwidth: Fifth Generation and Beyond. IEEE Consumer Electronics Magazine. 6(2), 27-31. IEEE Consumer Electronics Society.
Guturu, P. (2012). Yao Shen, Parthasarathy Guturu, and Bill P. Buckles, "Wireless Capsule Endoscopy for Video Segmentation using an Unsupervised Learning Approach based on Probabilistic Latent Semantic analysis and Scale invariant Features, IEEE Transactions on Information Technology in Biomedicine, Vol. 16, No. 1, January 2012, pp. 98-105..
Guturu, P. (2011). An Innovative Project and Design Oriented Curriculum at UNT, ASEE Journal of Engineering Education, Summer-2011, pp. 1-34.
Guturu, P. (2011). Mohamed Fazeen, Ram Dantu, and Parthasarathy Guturu, Identification of "Leaders, Lurkers, Associates and Spammers in a Social Network: Context-Dependant and Context-Independent Approaches," International Journal of Social Network Analysis and Mining, Vol. 1, No. 3, 2011, pp. 241-254..
Dantu, R., Guturu, P. (2011). Identification of leaders, lurkers, associates and spammers in a social network: context-dependent and context-independent approaches. 1(3), 241–254. Social Network Analysis and Mining. https://link.springer.com/article/10.1007/s13278-011-0017-9
Guturu, P. (2009). "Video Stabilization Using Principal Component Analysis and Scale Invariant Feature Transform in Particle Filter Framework," Vol. 55, No. 3, IEEE Trans. Consumer electronics, March 2009, pp. 1714 - 1721 ..
Guturu, P. (2009). Parthasarathy Guturu, "Industry-Strength Innovative Algorithms for Highly Available Data and Voice Networking," Recent Patents in Electrical Engineering, No.2, July 2009, pp. 168—181..
Guturu, P. (2008). "An Impatient Evolutionary Algorithm with Probabilistic Tabu Search for Unified Solution of Some NP Hard Problems in Graph and Set Theory via Clique Finding,"http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4459184&isnumber=4522590 Related Links: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber.
Guturu, P. (2008). "Particle Filter Based Object Tracking with Discriminative Feature Extraction and Fusion,".
Guturu, P. (2007). "Message Replication and Consumer Database Synchronization Algorithms and System for Highly Available High Performance Intelligent Networks," www.ee.unt.edu/public/guturu/MsgReplicationIEEEConsElectronics.pdf Related Links: http://www.ee.unt.edu/public/guturu/MsgReplicationIEEEConsElectronics.pdf.
Guturu, P. (2006). "A Class of Call-fail-safe and Distribution-Effective Multi-Band Multi-carrier Traffic Allocation Methods for Wireless Systems of Third Generation and Beyond," www.ee.unt.edu/public/guturu/MBTA-IEEETransWirCom06.pdf or or http://ieeexplore.ieee.org/iel5/7693/33837/01611088.pdf?tp=&arnumber=1611088&isnumber=33837 Related Links: http://www.ee.unt.edu/public/guturu/MBTA-IEEETransWirCom06.pdf http://www.ee.unt.edu/public/guturu/MBTA-IEEETransWirCom06.pdf or http://ieeexplore.ieee.org/iel5/7693/33837/01611088.pdf?tp.
Guturu, P. (1998). "A Recurrent Neural Network Approach for Ill-posed Problems in Computer Vision,".
Guturu, P. (1996). "An Abductive Reasoning Based Image Interpretation System".
Guturu, P. (1995). "A Neural Network Approach to Photometric Stereo Inversion of real-World Reflectance Maps for Extraction of 3-D Shapes of Objects,".
Guturu, P. (1993). "A new approach for aggregating Edge Points into Line Segments,".
Guturu, P. (1993). "An Abductive Formalism for 2-D Object Recognition,".
Guturu, P. (1992). "A Quadratic Classifier for High Dimensional/Periodic Measurement PR Problems,".
Guturu, P. (1991). "A Framework for Image Interpretation in a Distributed Problem Solving environment,".
Guturu, P. (1991). "A Heuristic Search Approach to Shape Matching in Image Sequences,".
Guturu, P. (1990). "A Class of New KNN Methods for Low Sample Problems,".
Guturu, P. (1990). "Knowledge Based Approach to Cluster Algorithm Selection,".
Guturu, P. (1990). "Recognition of Occluded Objects with Heuristic Search,".
Guturu, P. (1990). "Recognition of Partial Planar Shapes in Limited Memory Environments,".
Guturu, P. (1986). "The use of Data Windows in Feature Extraction for High Dimensional PR Problems,".
Guturu, P. (1981). "A Multistage Decision Method for Two-dimensional Data Reduction,".

Presentations Given

Invited Talk

Depoian II, A. C. (Author & Presenter), Adams, E. R. (Author & Presenter), Kurz, A. G. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Namuduri, K. (Author), IEEE MetroCon 2022, Recent advances in entropy based image compression, IEEE, Hurst, TX, United States of America. (2022).

Oral Presentation

Adams, E. R. (Author), Depoian, A. (Author & Presenter), Kurz, A. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Automatic Target Recognition XXXIII, Automatic target detection utilizing an edge IR vision transformer (EIR-ViT), SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2023).

Cayce, G. (Author & Presenter), Depoian, A. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Signal Processing, Sensor/Information Fusion, and Target Recognition XXXII, Augmented multi-head classification network: MHATT, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2023).

Adams, E. R. (Author), Riley, J. (Author), Depoian, A. (Author), Bailey, C. P. (Author & Presenter), Guturu, P. (Author), Unmanned Systems Technology XXV, Efficient segmentation of Martian dust storms, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2023).

Cayce, G. I. (Author & Presenter), Depoian II, A. C. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Big Data V: Learning, Analytics, and Applications, Ethical data splitting utilizing L1-norm principal component analysis, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2023).

Depoian, A. (Author & Presenter), Bailey, C. P. (Author), Murrell, E. (Author), Guturu, P. (Author), Multimodal Image Exploitation and Learning 2023, PCA informed non-linear channel color quantization, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2023).

Adams, E. (Author & Presenter), Depoian II, A. C. (Author), Kurz, A. (Author), Cayce, G. I. (Author), Riley, J. (Author), Bailey, C. P. (Author), Guturu, P. (Author), 2023 IEEE 16th Dallas Circuit And System Conference (DCAS), Efficient Bounding Box Selection for Object Localization, IEEE, Denton, TX, United States of America. (2023).

Kim, H. (Author & Presenter), Depoian II, A. C. (Author), Cayce, G. I. (Author), Rivera, M. (Author), Bailey, C. P. (Author), Jaques, L. (Author), Guturu, P. (Author), 2022 IEEE 15th Dallas Circuit And System Conference (DCAS), Architecture enhancement of convolutional neural networks for arrhythmia classification, IEEE, Dallas, TX, United States of America. (2022).

Kurz, A. (Author), Adams, E. (Author), Depoian II, A. C. (Author & Presenter), Kim, H. (Author & Presenter), Bailey, C. P. (Author), Guturu, P. (Author), Ocean Sensing and Monitoring XIV, Improving underwater object classification: BC-ViT, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2022).

Xie, D. (Author), Depoian II, A. C. (Author & Presenter), Bailey, C. P. (Author), Guturu, P. (Author), Anomaly Detection and Imaging with X-Rays (ADIX) VII, A novel deep learning algorithm to process COVID-19 chest x-rays, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2022).

Cayce, G. I. (Author & Presenter), Depoian II, A. C. (Author), Kim, H. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Big Data IV: Learning, Analytics, and Applications, Building superior heartbeat classification datasets, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2022).

Jaques, L. E. (Author), Depoian II, A. C. (Author & Presenter), Murrell, E. (Author), Xie, D. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Big Data IV: Learning, Analytics, and Applications, Novel L1 PCA informed K-means color quantization, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2022).

Kim, H. (Author & Presenter), Depoian II, A. C. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Big Data IV: Learning, Analytics, and Applications, Novel neural network architecture for energy prediction, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2022).

Jaques, L. E. (Author & Presenter), Depoian, II, A. C. (Author & Presenter), Xie, D. (Author), Bailey, C. (Author), Guturu, P. (Author), Big Data III: Learning, Analytics, and Applications, A machine learning approach to medical data identification through principal component analysis, SPIE Defense + Commercial Sensing, United States of America. (2021).

Depoian, II, A. C. (Author & Presenter), Jaques, L. E. (Author & Presenter), Xie, D. (Author), Bailey, C. (Author), Guturu, P. (Author), Big Data III: Learning, Analytics, and Applications, Neural network image fusion with PCA preprocessing, SPIE Defense + Commercial Sensing, United States of America. (2021).

Xie, D. (Author & Presenter), Depoian, II, A. C. (Author & Presenter), Jaques, L. E. (Author & Presenter), Bailey, C. (Author), Guturu, P. (Author), Real-Time Image Processing and Deep Learning 2021, Novel technique for broadcast footage overlay text recognition, SPIE Defense + Commercial Sensing, United States of America. (2021).

Depoian, A. (Author), Jaques, L. (Author), Guturu, P. (Author), Bailey, C. (Author), SPIE Defense + Commercial Sensing, Creating Big Data for Sports Analytics, Anaheim, CA, United States of America. (2020).

Poster

Depoian II, A. C. (Author), Adams, E. R. (Author), Riley, J. C. (Author & Presenter), Bailey, C. P. (Author), Guturu, P. (Author), IEEE MetroCon 2023, Efficient Vision Transformer Classification of COVID-19 in Chest X-Rays, IEEE, Hurst, TX, United States of America. (2023).

Depoian II, A. C. (Author & Presenter), Adams, E. R. (Author), Bailey, C. P. (Author), Guturu, P. (Author), IEEE MetroCon 2023, Tiny Entropy Based Image Compression, IEEE, Hurst, TX, United States of America. (2023).

Depoian, A. C. (Author & Presenter), Bailey, C. P. (Author), Guturu, P. (Author), IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Land Use Classification Efficient Vision Transformer, IEEE, Pasadena, California, United States of America. (2023).

Depoian, A. (Author & Presenter), Adams, E. (Author), Chiapputo, N. (Author), Bailey, C. P. (Author), Guturu, P. (Author), Multimodal Image Exploitation and Learning 2023, Efficient infrared super-resolution, SPIE Defense and Commercial Sensing, Orlando, FL, United States of America. (2023).

Riley, J. C. (Author & Presenter), Williams, S. (Author & Presenter), Reyna, C. (Author & Presenter), Adams, E. R. (Author), Depoian II, A. C. (Author & Presenter), Bailey, C. P. (Author), Guturu, P. (Author), IEEE MetroCon 2022, Classifying the devil in the dust: Edge AI, IEEE, Hurst, TX, United States of America. (2022).

Cayce, G. I. (Author & Presenter), Depoian II, A. C. (Author & Presenter), Bailey, C. P. (Author), Guturu, P. (Author), IEEE MetroCon 2022, Improved neural network arrhythmia classification through integrated data augmentation, IEEE, Hurst, TX, United States of America. (2022).

Contracts, Grants and Sponsored Research

Grant - Research
Guturu, P. (Co-Principal), Dantu, R. (Principal), Kavi, K. M. (Co-Principal), "Collaborative Research: CRI: IAD: A Testbed for Research and Development of Next Generation 9-1-1 Services," Sponsored by NSF, Federal, $385000 Funded. (September 01, 2008 – August 31, 2014).
Guturu, P. (Co-Principal), Dantu, R. (Principal), Kavi, K. M. (Co-Principal), "MRI: Development of a Flexible Instrument and Tools for Experimental Research in Next-Generation 9-1-1 Services," Sponsored by NSF, Federal, $400000 Funded. (August 1, 2008 – July 31, 2013).
Uncategorized
Guturu, P. (Co-Principal), "Design and Development of Unmanned Aerial Vehicle," Sponsored by UNT Undergrad Research, $8000. (2009 – 2010).
Guturu, P. (Principal), "A Transformative Instructional Approach to Control Systems Design Course with Integration of Learning-to-Learn and Project-based Learning," Sponsored by UNT Provost. (2009 – 2009).
Guturu, P. (Principal), "Transformative Instructional Initiative: Digital Logic Design Course integrating L2L and project-based learning," Sponsored by UNT Provost. (2008 – 2008).
Guturu, P. (Co-Principal), "Proposal for Creation of a Sensor Network Test-bed," Sponsored by UNT College of Enginee, $300000. (2005 – 2007).
Guturu, P. (Principal), "COOPERATIVE PROPOSAL: System and Algorithms for Civilian Vehicle Recognition and Tracking," Sponsored by ARL, Adelphi, $96340. (2006 – 2006).
Guturu, P. (Principal), "System and Algorithms for Civilian Vehicle Recognition and Tracking in Surveillance Operations for Homeland Security," Sponsored by UNT Faculty Research Grant, $5000. (2006 – 2006).
Guturu, P. (Principal), "Biologically Motivated Approaches to Fault and Attack Resilient Sensor Networks," Sponsored by UNT Junior Faculty Summer Research Fellowship, $5000. (2005 – 2005).

Copyrights, Patents

Uncategorized
""Call fail-safe method for wireless traffic distribution across bands,"," Date Patent Approved: 2007 –.
""And-or multi-cast message routing method for high performance fault-tolerant message replication,"," Date Patent Approved: 2004 –.
""System and Method for Database Synchronization,"," Date Patent Approved: 2003 –.

Awards and Honors

Life Senior Member, IEEE. (January 1, 2021 – Present).

Elevated to the grade of Senior Member, IEEE. (June 10, 1990 – Present).

Awarded monetary awards and innovation certificates for filing patents for the Nortel Networks Corporation, Nortel Networks Ltd.. (December 10, 1999 – October 30, 2007).

Service

University Service

Committee Member, Scholarship Committee. (2012 – Present).

Other, EE Department. (2009 – Present).

Committee Member, Graduate Committee. (2009 – Present).

Other, EE Department. (2008 – Present).

Other, Graduate recruitment. (2006 – 2006).

Committee Member, Library Committee. (1993 – 1994).

Other, Indian Institute of Technology. (1987 – 1991).

Committee Member, Postgraduate Program Committee. (1988 – 1990).

Committee Member, Undergraduate Program Committee. (1986 – 1988).

Professional Service

Reviewer, Journal Article, IET. (December 12, 2018 – Present).

Other, IEEE Transactions on Systems, Man, and Cybernetics. (2008 – 2008).

Other, IEEE Frontiers in Education Conf.. (2007 – 2007).

Session Chair, Gulf South West Conf. on Engineering Education. (2006 – 2006).

Session Chair, ICEE 2006 Conference. (2006 – 2006).

Other, Technical Committee for the IEEE sponsored 9th International Conference on Information Technology (CIT 2006). (2006 – 2006).

Awards and Honors

Nominated for: Reviewer, IEEE Frontiers in Education Conference. (2007 – 2007).

Nominated for: Session Chair, International Conf. on Engineering Education. (2006 – 2006).