Parthasarathy Guturu

Previous Scheduled Teaching

Published Intellectual Contributions

Abstracts and Proceedings

• S. P. Mohanty, Parthasarathy Guturu , E. Kougianos, and N. Pati. (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.
• Parthasarathy Guturu, Murali R. Varanasi, and Oscar N. Garcia. (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.
• Murali R. Varanasi, Oscar N. Garcia, and Parthasarathy Guturu. (2006). "Innovative Approaches to Electrical Engineering Education,".
• Murali R. Varanasi, Oscar N. Garcia, and Parthasarathy Guturu. (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.
• Abdennaceur Lachtar. (2003). "An Efficacious Method for Dual Band Multi-carrier Traffic llocation in CDMA Wireless Systems,".
• P.Ananth Raj. (1995). "Disparity estimation from a stereo pairs using recurrent neural networks,".
• Ammanamanchi Srinivasa Murthy, Guturu Parthasarathy and V.U.K. Sastry. (1994). "Clique Finding- A Genetic Approach,".
• Arbind K. Gupta, Santanu Chaudhury and Guturu Parthasarathy. (1992). "A Hough Transform Based Approach to Poly-line Approximation of Object Boundaries,".
• Suprakash Dutta, Santanu Chaudhury and Guturu Parthasarathy. (1992). "On Recognition of Bengali Numerals with Back-propagation Learning,".
• Guturu Parthasarathy, H Pareek and P Ananthraj. (1991). "A Stable Learning Algorithm for Recurrent Neural Networks,".
• Santanu Chaudhury, S Subramanian and Guturu Parthasarathy. (1990). "An Abductive Inferencing Scheme for Object Recognition,".
• Santanu Chaudhury, Arbind Gupta, S Subramanian and Guturu Parthasarathy. (1989). "Recognition of Partial Planar Shapes using Abductive Reasoning,".
• B. N. Chatterji. (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.
• Santanu Chaudhury, A Acharya, S Subramanian and Guturu Parthasarathy. (2004). "Recognition of Occluded Objects with Heuristic Search," Selected Papers on Automatic Object Recognition, Ed..
• Santanu Chaudhury, A Acharya, S Subramanian and Guturu Parthasarathy. (1991). Recognition of Occluded Objects with Heuristic Search,". SPIE Milestone Series (MS41) Bellingham, Wash., USA : SPIE Optical Engineering Press.

Conference Proceeding

• Depoian, A.C., Bailey, C.P., Guturu, P. (2024). Optimizing Data Efficiency and Visual Quality with Intelligent Thresholding in Color Encoding. 2024 IEEE MetroCon. 1-3.
• Depoian, II, A.C., Kurz, A.G., Bailey, C.P., Guturu, P. (2024). Multi-Spectral Efficient Land Use Classification (MELC). IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. 8712-8716.
• Depoian, II, A.C., Bailey, C.P., Guturu, P. (2024). Efficient end-to-end multispectral image compression. Big Data VI: Learning, Analytics, and Applications. 13036 1303604. SPIE.
• Depoian, II, A.C., Bailey, C.P., Guturu, P. (2024). Maximizing training efficiency through intelligent data exposure. Big Data VI: Learning, Analytics, and Applications. 13036 130360G. SPIE.
• 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
• E. Ayeh, K. Agbedanu, Y. Morita, O. Adamo, and Parthasarathy Guturu. (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.
• Daniel Crevier, Abdenour Bouzoune, Guturu Parthasarathy and Richard Lepage. (1996). "La Segmentation d'images par System la base de Connaissances (Image Segmentation by a Knowledge Based System),".
• J. K. Mandal, A. K. Sinha and G.Parthasarathy. (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. Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/access.2018.2795478
• 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.
• Yao Shen, Bill P. Buckles. (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..
• Oscar N. Garcia, Murali R. Varanasi, Miguel F. Acevedo, and Parthasarathy Guturu. (2011). An Innovative Project and Design Oriented Curriculum at UNT, ASEE Journal of Engineering Education, Summer-2011, pp. 1-34.
• Mohamed Fazeen, Ram Dantu. (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..
• Ram Dantu, Mohamed Fazeen. (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
• Yao Shen, Parthasarathy Guturu, Thyagaraju Damarla, and Bill P. Buckles. (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 ..
• Parthasarathy Guturu. (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..
• Ram Dantu. (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.
• Yao Shen, Parthasarathy Guturu, Thyagaraju Damarla, and Bill P. Buckles. (2008). "Particle Filter Based Object Tracking with Discriminative Feature Extraction and Fusion,".
• Parthasarathy Guturu, Jatinder Pal, Thomas E. Heaven, Zhengya Zhu, and William J. Jordan. (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.
• Abdennaceur Lachtar. (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.
• P.Ananth Raj. (1998). "A Recurrent Neural Network Approach for Ill-posed Problems in Computer Vision,".
• Santanu Chaudhury, Arbind Gupta, Guturu Parthasarathy and S Subramanian. (1996). "An Abductive Reasoning Based Image Interpretation System".
• K. Rajaram, Guturu Parthasarathy and M. A. Faruqui. (1995). "A Neural Network Approach to Photometric Stereo Inversion of real-World Reflectance Maps for Extraction of 3-D Shapes of Objects,".
• Arbind Gupta, Santanu Chaudhury and Guturu Parthasarathy. (1993). "A new approach for aggregating Edge Points into Line Segments,".
• Santanu Chaudhury, S Subramanian and Guturu Parthasarathy. (1993). "An Abductive Formalism for 2-D Object Recognition,".
• B. N. Chatterji. (1992). "A Quadratic Classifier for High Dimensional/Periodic Measurement PR Problems,".
• Santanu Chaudhury, S Subramanian, and Guturu Parthasarathy. (1991). "A Framework for Image Interpretation in a Distributed Problem Solving environment,".
• Santanu Chaudhury, S Subramanian and Guturu Parthasarathy. (1991). "A Heuristic Search Approach to Shape Matching in Image Sequences,".
• B. N. Chatterji. (1990). "A Class of New KNN Methods for Low Sample Problems,".
• A Balasubramaniam, Guturu Parthasarathy, and B. N. Chatterji. (1990). "Knowledge Based Approach to Cluster Algorithm Selection,".
• Santanu Chaudhury, A Acharya, S Subramanian and Guturu Parthasarathy. (1990). "Recognition of Occluded Objects with Heuristic Search,".
• Santanu Chaudhury, S Subramanian and Guturu Parthasarathy. (1990). "Recognition of Partial Planar Shapes in Limited Memory Environments,".
• B. N. Chatterji. (1986). "The use of Data Windows in Feature Extraction for High Dimensional PR Problems,".
• B. N. Chatterji. (1981). "A Multistage Decision Method for Two-dimensional Data Reduction,".

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. (2008 - 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. (2008 - 2013).
• 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, Funded. (2008 - 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, Funded. (2008 - 2013).