QCNN-H: Single-Image Dehazing Using Quaternion Neural Networks

V. Frants, S. Agaian and K. Panetta, in IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2023.3238640.

Quantum-Inspired Edge Detection Algorithms Implementation using New Dynamic Visual Data Representation and Short-Length Convolution Computation

Artyom M. Grigoryan and Sos S. Agaian and Karen Panetta, arXiv preprint arXiv:2210.17490, 2022.

QSAM-Net: Rain streak removal by quaternion neural network with self-attention module

Vladimir Frants and Sos Agaian and Karen Panetta, arXiv preprint arXiv:2208.04346, 2022.

The State of the Science on Artificial Intelligence-Based Dietary Assessment Methods That Use Digital Images: A Scoping Review

Eleanor Shonkoff, Kelly Copeland Cara, Xuechen (Anna) Pei, Mei Chung, Shreyas Kamath, Karen Panetta, Erin Hennessy, , Current Developments in Nutrition, Volume 6, Issue Supplement_1, June 2022, Page 534.

Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems

Panetta K, Rajendran R, Ramesh A, Rao S, Agaian S., IEEE J Biomed Health Inform. 2022 Apr;26(4):1650-1659. doi: 10.1109/JBHI.2021.3117575. Epub 2022 Apr 14. PMID: 34606466.

Deep Perceptual Image Enhancement Network for Exposure Restoration

K. Panetta, S. K. K. M., S. P. Rao and S. S. Agaian, in IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2021.3140202.

Comprehensive Underwater Object Tracking Benchmark Dataset and Underwater Image Enhancement With GAN

K. Panetta, L. Kezebou, V. Oludare and S. Agaian, in IEEE Journal of Oceanic Engineering, vol. 47, no. 1, pp. 59-75, Jan. 2022, doi: 10.1109/JOE.2021.3086907.

Artificial Intelligence for Text-Based Vehicle Search, Recognition, and Continuous Localization in Traffic Videos

Panetta, K.; Kezebou, L.; Oludare, V.; Intriligator, J.; Agaian, S. AI 2021, 2, 684-704. https://doi.org/10.3390/ai2040041

FTNet: Feature Transverse Network for Thermal Image Semantic Segmentation

K. Panetta, K. M. Shreyas Kamath, S. Rajeev and S. S. Agaian, in IEEE Access, vol. 9, pp. 145212-145227, 2021, doi: 10.1109/ACCESS.2021.3123066.

Healthy Aging-Nutrition Matters: Start Early and Screen Often

Roberts SB, Silver RE, Das SK, Fielding RA, Gilhooly CH, Jacques PF, Kelly JM, Mason JB, McKeown NM, Reardon MA, Rowan S, Saltzman E, Shukitt-Hale B, Smith CE, Taylor AA, Wu D, Zhang FF, Panetta K, Booth S. ,Adv Nutr. 2021 Jul 30;12(4):1438-1448. doi: 10.1093/advances/nmab032. Erratum in: Adv Nutr. 2021 Jul 30;12(4):1597-1598. PMID: 33838032; PMCID: PMC8994693.

Automated Detection of COVID-19 Cases on Radiographs using Shape-Dependent Fibonacci-p Patterns.

Panetta K, Sanghavi F, Agaian S, Madan N. IEEE J Biomed Health Inform. 2021 Jun;25(6):1852-1863. doi: 10.1109/JBHI.2021.3069798. Epub 2021 Jun 3. PMID: 33788696; PMCID: PMC8768975.

TMO-Net: A Parameter-Free Tone Mapping Operator Using Generative Adversarial Network, and Performance Benchmarking on Large Scale HDR Dataset

K. Panetta, L. Kezebou, V. Oludare, S. Agaian and Z. Xia, IEEE Access, vol. 9, pp. 39500-39517, 2021, doi: 10.1109/ACCESS.2021.3064295.

Special Section Guest Editorial: Representation Learning and Big Data Analytics for Remote Sensing

Wiefeng Liu, Yicong Zhou, Karen Panetta, Sos Agaian, Journal of Applied Remote Sensing 14(3), 032601 (19 June 2020).

Neural Network-based Image Quality Comparator without Collecting the Human Score for Training

Bao, Long & Panetta, Karen. (2020).. IET Image Processing. 14. 10.1049/iet-ipr.2019.0809.

Impulse Noise Detector Performance Measure Based on Intensity Volume

Bao, L., Panetta, K. & Agaian, S., Sign Process Syst 92, 425–434 (2020).

ISeeColor: Method for Advanced Visual Analytics of Eye Tracking Data

K. Panetta et al., IEEE Access, vol. 8, pp. 52278-52287, 2020.

A Comprehensive Database for Benchmarking Imaging Systems

K. Panetta et al., IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 42, no. 3, pp. 509-520, 1 March 2020.

Color Theme--based Aesthetic Enhancement Algorithm to Emulate the Human Perception of Beauty in Photos

Karen Panetta, Long Bao, Sos Agaian, and Victor Oludare, ACM Trans. Multimedia Comput. Commun. Appl. 15, 2s, Article 62 (July 2019), 17 pages.

LQM: Localized Quality Measure for Fingerprint Image Enhancement

K. Panetta, S. Kamath K. M, S. Rajeev and S. S. Agaian, IEEE Access, vol. 7, pp. 104567-104576, 2019.

Unrolling Post-Mortem 3D Fingerprints Using Mosaicking Pressure Simulation Technique

K. Panetta, S. Rajeev, K. M. S. Kamath and S. S. Agaian, IEEE Access, vol. 7, pp. 88174-88185, 2019.

Fast Hue-division-based Selective Color Transfer

K. Panetta, L. Bao and S. Agaian, IEEE Transactions on Circuits and Systems for Video Technology, 2019.

Software Architecture for Automating Cognitive Science Eye-Tracking Data Analysis and Object Annotation

Karen Panetta, Qianwen Wan, Aleksandra Kaszowska, Holly Taylor, Sos Agaian, IEEE Transactions on Human-Machine Systems, 2019.

A comprehensive database for benchmarking imaging systems

Karen Panetta, Qianwen Wan, Sos Agaian, Srijith Rajeev, Shreyas Kamath,Rahul Rajendran, Shishir Rao, Alexsandra Kaszowska, Holly Taylor, Arash Samani, Xin Yuan, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018.

A New Unified Impulse Noise Removal Algorithm Using a New Reference Sequence-to-Sequence Similarity Detector

K. Panetta, L. Bao and S. Agaian, IEEE Access, vol. 6, pp. 37225-37236, 2018.

A Robust No-Reference, No-Parameter, Transform Domain Image Quality Metric for Evaluating the Quality of Color Images

K. Panetta, A. Samani, and S. Agaian,  IEEE Access, vol. 6, pp. 10979-10985, 2018.

Novel multi-color transfer algorithms and quality measure

K. Panetta, L. Bao, and S. Agaian, IEEE Transactions on Consumer Electronics, vol. 62, pp. 292-300, 2016.

A human visual "no-reference" image quality measure

K. Panetta, L. Bao, and S. Agaian, IEEE Instrumentation & Measurement Magazine, vol. 19, pp. 34-38, 2016.

Sequence-to-Sequence Similarity-Based Filter for Image Denoising

K. Panetta, L. Bao, S. Agaian, IEEE Sensors Journal, vol. PP, pp. 1-1, 2016.

A New Reference Based Edge Map Measure

Karen Panetta, Chen Gao, Sos Agaian and Shahan Nercessian, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. PP, no. 99, pp. 1-13, 2016.

Human Visual Systems Inspired Underwater Image Quality Measures

K. Panetta, C. Gao, and S. Agaian, IEEE Journal of Oceanic Engineering, vol. 41, pp. 541-551, 2016.

Image Processing Algorithms and Measures for the Analysis of Biomedical Imaging Systems Applications

Karen Panetta, Sos Agaian, Jean-Charles Pinoli, and Yicong Zhou, International Journal of Biomedical Imaging, vol. 2015, Article ID 926921, p. 1, 2015. 

Choosing the Optimal Spatial Domain Measure of Enhancement for Mammogram Images

K. Panetta, A. Samani, and S. Agaian, International Journal of Biomedical Imaging, vol. 2014, Article ID 937849, 2014.

Nonreference Medical Image Edge Map Measure

Karen Panetta, Gao Chen, Sos Agaian, and Shahan Nercessian, International Journal of Biomedical Imaging, vol. 2014, Article ID 931375, 2014.

(n, k, p)-Gray Code for Image Systems

Zhou Yicong, K. Panetta, S. Agaian, and C. L. P. Chen, Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, vol. 43, pp. 515-529, 2013.

No Reference Color Image Contrast and Quality Measures

K. Panetta, Gao Chen, and S. Agaian, Consumer Electronics, IEEE Transactions on, vol. 59, pp. 643-651, 2013.

Facial Recognition Using Human Visual System Algorithms for Robotic and UAV Platforms

N. Davis, F. Pittaluga, and K. Panetta, IEEE International Conference on Technologies for Practical Robot Applications (TePRA), 2013.

Non-Linear Direct Multi-Scale Image Enhancement Based on the Luminance and Contrast Masking Characteristics of the Human Visual System

S. C. Nercessian, K. A. Panetta, and S. S. Agaian, IEEE Transactions on Image Processing, vol. 22, pp. 3549-3561, September 2013.

Special Section Guest Editorial: Quality Control by Artificial Vision

Jean-Charles Pinoli, Karen Panetta, and Seiji Hata, Journal of Electronic Imaging, vol. 21(2), 021101, 2012.

Image Encryption Using P-Fibonacci Transform and Decomposition

Yicong Zhou, Karen Panetta, Sos Agaian, and CL Chen, Optics Communications, vol. 285, pp. 594-608, 2012.

Fusing Images for Contextual Enhancement

Shahan C. Nercessian, Karen Panetta, and Sos Agaian, Electronic Imaging & Signal Processing, August 2012.

Color Image Enhancement Based on the Discrete Cosine Transform Coefficient Histogram

Karen Panetta, Junjun Xia, and Sos Agaian, Journal of Electronic Imaging, vol. 21(2), 021117, 2012.

Multiscale Image Fusion Using an Adaptive Similarity-Based Sensor Weighting Scheme and Human Visual System-Inspired Contrast Measure

Shahan C. Nercessian, Karen A. Panetta, and Sos S. Agaian, Journal of Electronic Imaging, vol. 21(2), 021112, 2012.

Shape-Dependent Canny Edge Detector

Karen A. Panetta, Sos S. Agaian, Shahan C. Nercessian, and Ali A. Almunstashri, Optical Engineering, vol. 50, 2011.

Nonlinear Unsharp Masking for Mammogram Enhancement

K. Panetta, Zhou Yicong, S. Agaian, and Jia Hongwei, Information Technology in Biomedicine, IEEE Transactions on, vol. 15, pp. 918-928, 2011.

Parameterized Logarithmic Framework for Image Enhancement

K. Panetta, S. Agaian, Zhou Yicong, and E. J. Wharton, Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, vol. 41, pp. 460-473, 2011.

Multiresolution Decomposition Schemes Using the Parameterized Logarithmic Image Processing Model with Application to Image Fusion

Shahan C. Nercessian, Karen A. Panetta, and Sos S. Agaian, EURASIP Journal on Advances in Signal Processing, 2011.

Boolean Derivatives With Application to Edge Detection for Imaging Systems

S.S. Agaian, K.A. Panetta, S.C. Nercessian, and E.E. Danahy, Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, vol. 40, pp. 371-82, April 2010.

Logarithmic Edge Detection With Applications

Karen A. Panetta, Eric J. Wharton, and Sos S. Agaian, Journal of Computers, vol. 3, pp. 11-19, 2008.

Human Visual System-Based Image Enhancement and Logarithmic Contrast Measure

K.A. Panetta, E.J. Wharton, and S.S. Agaian, Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, vol. 38, pp. 174-88, February 2008.

Logical System Representation of Images and Removal of Impulse Noise

S.S. Agaian, E.E. Danahy, and K.A. Panetta, Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on, vol. 38, pp. 1349-1362, 2008.

Transform Coefficient Histogram-Based Image Enhancement Algorithms Using Contrast Entropy

S.S. Agaian, B. Silver, and K.A. Panetta, IEEE Trans Image Process, vol. 16, pp. 741-58, March 2007.

A Collaborative Learning Methodology for Enhanced Comprehension using TEAMThink®

Karen Panetta, Charles Dornbush, and Catherine Loomis, Journal of Engineering Education, vol. 91, pp. 223-229, 2002.

Transform-Based Image Enhancement Algorithms With Performance Measure

S.S. Agaian, K. Panetta, and A. M. Grigoryan, IEEE Transactions on Image Processing, vol. 10, pp. 367-82, 2001.

System Verification Using Multilevel Concurrent Simulation

K. Panetta, J. Heller, and P. L. Montessoro, Micro, IEEE, vol. 19, pp. 60-67, 1999.

Multiple Experiment Environments for Testing

Karen Panetta, Elias S. Manolakos, Edward Czeck, and Jamie Heller, Journal of Electronic Testing, vol. 11, pp. 247-262, 1997.

The Comparative and Concurrent Simulation of Discrete-Event Experiments

Ernst Ulrich, Karen Panetta, Jack Arabian, Michael Gustin, Vishwani D. Agrawal, and Pier Luca Montessoro, Journal of Electronic Testing: Theory and Applications (JETTA), vol. 3, pp. 107-118, 1992.

Experiences With Concurrent Fault Simulation of Diagnostic Programs

S. Demba, E. Ulrich, K. Panetta, and D. Giramma, Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on, vol. 9, pp. 621-628, 1990.