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ORCIDMariofanna G. Milanova
Person information
- affiliation: University of Arkansas at Little Rock, Department of Computer Science, AR, USA
- affiliation (former): University of Lousville, KY, USA
- affiliation (former): University of Paderborn, Germany
- affiliation (former, PhD): Technical University of Sofia, Department of Radiocommunication, Bulgaria
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2020 – today
- 2022
[c62]Md Imran Sarker, Mariofanna G. Milanova:
Deep Learning-Based Multimodal Image Retrieval Combining Image and Text. CSCI 2022: 1543-1546- [c61]Afsana Mou, Mariofanna G. Milanova, Mark Baillie:
Active Learning Monitoring in Classroom Using Deep Learning Frameworks. ICPR Workshops (1) 2022: 384-393 - 2021
- [c60]Ehsan Nasiri, Mariofanna G. Milanova
, Ardalan Nasiri:
Video Surveillance Framework Based on Real-Time Face Mask Detection and Recognition. INISTA 2021: 1-7 - 2020
- [c59]Lawrence O'Gorman, Xinyi Liu, Md Imran Sarker, Mariofanna G. Milanova:
Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring. ICPR 2020: 489-496
2010 – 2019
- 2019
- [c58]Lamarcus Coleman, Mariofanna G. Milanova:
Human Computer Interaction with Multivariate Sentiment Distributions of Stocks Intraday. HCI (35) 2019: 61-66 - [c57]Loki Rasmussen, Jay Basinger, Mariofanna G. Milanova:
Networking Consumer Systems to Provide a Development Environment for Inside-Out Marker-Less Tracking for Virtual Reality Headsets. VR 2019: 1132-1133 - 2018
- [j11]Anne Humeau-Heurtier, Shuenn-Yuh Lee, Y.-H. Liu, Mariofanna G. Milanova, Luiz Eduardo Virgilio da Silva:
Guest Editorial Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things. IEEE Trans. Biomed. Circuits Syst. 12(4): 725-728 (2018) - [c56]Vatsal Gala, Varad Deshpande, Ibtihal Ferwana, Mariofanna G. Milanova:
Product Sentiment Trend Prediction. HCI (13) 2018: 274-283 - [c55]Suzan Anwar, Mariofanna G. Milanova, Shereen Abdulla, Zvetomira Svetleff:
Emotion Recognition and Eye Gaze Estimation System: EREGE. HCI (29) 2018: 364-371 - [c54]Arwa Mohammed Taqi, Ahmed Awad, Fadwa Al-Azzo, Mariofanna G. Milanova:
The Impact of Multi-Optimizers and Data Augmentation on TensorFlow Convolutional Neural Network Performance. MIPR 2018: 140-145 - [c53]Ali I. Hammoodi, Fadwa Al-Azzo, Mariofanna G. Milanova, Haider Khaleel:
Bayesian Regularization Based ANN for the Design of Flexible Antenna for UWB Wireless Applications. MIPR 2018: 174-177 - [c52]Xinyi Liu, Mariofanna G. Milanova:
An Image Captioning Method for Infant Sleeping Environment Diagnosis. MPRSS 2018: 18-26 - [c51]Suzan Anwar, Mariofanna G. Milanova, Mardin Anwer, Anderson Banihirwe:
Perceptual Judgments to Detect Computer Generated Forged Faces in Social Media. MPRSS 2018: 38-48 - 2016
- [c50]Petya Dinkova, Petia Georgieva, Agata Manolova, Mariofanna G. Milanova:
Face recognition based on subject dependent Hidden Markov Models. BlackSeaCom 2016: 1-5 - [c49]Suzan Anwar, Mariofanna G. Milanova, Andrea Bigazzi, Leonardo Bocchi, Andrea Guazzini:
Real time intention recognition. IECON 2016: 1021-1024 - [c48]Monica Bebawy, Suzan Anwar, Mariofanna G. Milanova:
Active Shape Model vs. Deep Learning for Facial Emotion Recognition in Security. MPRSS 2016: 1-11 - [c47]Roumen Kountchev, Suzan Anwar, Roumiana Kountcheva, Mariofanna G. Milanova:
Face Recognition in Home Security System Using Tensor Decomposition Based on Radix-(2 × 2) Hierarchical SVD. MPRSS 2016: 48-59 - [p3]Victoria L. Fox, Mariofanna G. Milanova:
An Evolutionary Optimization Control System for Remote Sensing Image Processing. New Approaches in Intelligent Image Analysis 2016: 157-181 - 2015
- [j10]Roumen Kountchev, Stuart H. Rubin, Mariofanna G. Milanova, Roumiana Kountcheva:
Comparison of Image Decompositions Through Inverse Difference and Laplacian Pyramids. Int. J. Multim. Data Eng. Manag. 6(1): 19-38 (2015) - [c46]Roumen Kountchev, Mariofanna G. Milanova, Roumiana Kountcheva:
Content protection and hierarchical access control in image databases. INISTA 2015: 1-6 - [c45]Jasmina Stoyanova, Pedro Quelhas Brito, Petia Georgieva, Mariofanna G. Milanova:
Comparison of consumer purchase intention between interactive and augmented reality shopping platforms through statistical analyses. INISTA 2015: 1-8 - 2014
- [j9]Salim Al-Ali, Mariofanna G. Milanova:
Human action recognition in videos using structure similarity of aligned motion images. Int. J. Reason. based Intell. Syst. 6(1/2): 71-82 (2014) - [c44]Nuno Figueiredo, Filipe Miguel Teixeira Pereira da Silva, Petia Georgieva, Mariofanna G. Milanova, Engin Mendi:
Towards an Adaptive Brain-Computer Interface - An Error Potential Approach. MPRSS 2014: 123-129 - 2013
- [c43]Roumen Kountchev, Mariofanna G. Milanova, Stuart Harvey Rubin, Roumiana Kountcheva:
Comparison of the structure and the computational complexity of the inverse difference and Laplacian Pyramids for still image decomposition. IRI 2013: 602-609 - [c42]Victoria L. Fox, Mariofanna G. Milanova:
Natural image segmentation using morphological mathematics and fuzzy logic. IRI 2013: 724-727 - 2012
- [j8]Stuart Harvey Rubin, Roumen Kountchev, Mariofanna G. Milanova, Roumiana Kountcheva:
Multispectral Image Compression, Intelligent Analysis, and Hierarchical Search in Image Databases. Int. J. Multim. Data Eng. Manag. 3(4): 1-30 (2012) - [j7]Syed Mahfuzul Aziz, Vijayan K. Asari, M. Alamgir Hossain, Mohammad Ataul Karim, Mariofanna G. Milanova:
Guest Editorial. J. Comput. 7(3): 563-566 (2012) - [c41]Stuart Harvey Rubin, Roumen Kountchev, Mariofanna G. Milanova, Roumiana Kountcheva:
Intelligent processing and analysis of groups of multispectral images. IRI 2012: 165-172 - 2011
- [c40]Volkan H. Bagci, Mariofanna G. Milanova, Roumen Kountchev, Roumiana Kountcheva, Vladimir Todorov:
Object and Scene Recognition Using Color Descriptors and Adaptive Color KLT. HCI (12) 2011: 355-363 - [c39]Nitish Amraji, Lin Mu, Mariofanna G. Milanova:
Shape -Based Human Actions Recognition in Videos. HCI (1) 2011: 539-546 - [c38]Sertan Kaya, Mariofanna G. Milanova, John R. Talburt, Brian H. Tsou, Marina Altynovac:
Subjective image quality prediction based on neural network. ICIQ 2011 - [c37]Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Roumiana Kountcheva:
Invariant object description with inverse pyramid based on the truncated modified discrete Mellin-Fourier transform. IRI 2011: 360-365 - 2010
- [j6]Syed Mahfuzul Aziz, Vijayan K. Asari, M. Alamgir Hossain, Mohammad A. Karim, Mariofanna G. Milanova:
Guest Editorial. J. Comput. 5(1): 1-3 (2010) - [j5]Syed Mahfuzul Aziz, Vijayan K. Asari, M. Alamgir Hossain, Mohammad A. Karim, Mariofanna G. Milanova:
Guest Editorial. J. Comput. 5(12): 1775-1778 (2010) - [j4]Engin Mendi, Mariofanna G. Milanova:
Contour-Based Image Segmentation Using Selective Visual Attention. J. Softw. Eng. Appl. 3(8): 796-802 (2010) - [c36]Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva:
Resistant image watermarking in the phases of the Complex Hadamard Transform coefficients. IRI 2010: 159-164
2000 – 2009
- 2009
- [c35]Mariofanna G. Milanova, Leonardo Bocchi, Tsanko Stoev:
Video-based human motion estimation system for gaming user interface. ICE-GIC 2009: 37-42 - [c34]Mariofanna G. Milanova, Leonardo Bocchi:
Video-Based Human Motion Estimation System. HCI (11) 2009: 132-139 - [c33]Mariofanna G. Milanova, Roumen Kountchev, Stuart Harvey Rubin, Vladimir Todorov, Roumiana Kountcheva:
Content Based Image Retrieval Using Adaptive Inverse Pyramid Representation. HCI (9) 2009: 304-314 - [c32]Engin Mendi, Mariofanna G. Milanova:
Quasi-Newton Minimization for Active Contours with Chan-Vese Model. IPCV 2009: 575-578 - [c31]Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva:
Intra-frame Compression of Video Sequences with Inverse Difference Pyramid Decomposition. IRI 2009: 218-223 - 2008
- [j3]Mariofanna G. Milanova:
Model of visual attention for video sequences. BMC Bioinform. 9(S-7) (2008) - [c30]Mariofanna G. Milanova, Stuart Harvey Rubin, Roumen Kountchev, Vladimir Todorov, Roumiana Kountcheva:
Combined visual attention model for video sequences. ICPR 2008: 1-4 - [c29]Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva:
Extraction of objects contours for body language study. IRI 2008: 220-225 - [c28]Radhakrishnan Nagarajan, Meenakshi Upreti, Mariofanna G. Milanova:
Identifying Non-random Patterns from Gene Expression Profiles. PRIB 2008: 299-310 - [p2]Aboul Ella Hassanien, Mariofanna G. Milanova, Tomasz G. Smolinski, Ajith Abraham:
Computational Intelligence in Solving Bioinformatics Problems: Reviews, Perspectives, and Challenges. Computational Intelligence in Biomedicine and Bioinformatics 2008: 3-47 - [e4]Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul Ella Hassanien:
Applications of Computational Intelligence in Biology: Current Trends and Open Problems. Studies in Computational Intelligence 122, Springer 2008, ISBN 978-3-540-78533-0 [contents] - [e3]Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul Ella Hassanien:
Computational Intelligence in Biomedicine and Bioinformatics, Current Trends and Applications. Studies in Computational Intelligence 151, Springer 2008, ISBN 978-3-540-70776-9 [contents] - 2007
- [c27]Gisela Susanne Bahr, Carey D. Balaban, Mariofanna G. Milanova, Howard Choe:
Nonverbally Smart User Interfaces: Postural and Facial Expression Data in Human Computer Interaction. HCI (6) 2007: 740-749 - [c26]Roumen Kountchev, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva:
Enhancement of the Visual Quality of Scanned Documents. IRI 2007: 367-372 - [c25]Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov:
Image Multi-Layer Search Based on Spectrum Pyramid. IRI 2007: 436-440 - 2006
- [j2]Tomasz G. Smolinski, Roger Buchanan, Grzegorz M. Boratyn, Mariofanna G. Milanova, Astrid A. Prinz:
Independent Component Analysis-motivated Approach to Classificatory Decomposition of Cortical Evoked Potentials. BMC Bioinform. 7(S-2) (2006) - [c24]Mariofanna G. Milanova, Tomasz G. Smolinski, Grzegorz M. Boratyn, Roger Buchanan, Astrid A. Prinz:
Multi-objective evolutionary algorithms and rough sets for decomposition and analysis of cortical evoked potentials. GrC 2006: 635-638 - [c23]Tomasz G. Smolinski, Grzegorz M. Boratyn, Mariofanna G. Milanova, Roger Buchanan, Astrid A. Prinz:
Hybridization of Independent Component Analysis, Rough Sets, and Multi-Objective Evolutionary Algorithms for Classificatory Decomposition of Cortical Evoked Potentials. PRIB 2006: 174-183 - 2005
- [p1]Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Roumiana Kountcheva:
Multi-layer Image Transmission with Inverse Pyramidal Decomposition. Computational Intelligence for Modelling and Prediction 2005: 179-196 - [e2]M. Arif Wani, Mariofanna G. Milanova, Lukasz A. Kurgan, Marek Z. Reformat, Khalid Hafeez:
Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005. IEEE Computer Society 2005, ISBN 0-7695-2495-8 [contents] - 2004
- [c22]Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Stuart Harvey Rubin, Roumiana Kountcheva:
Lossless Image Compression with IDP and Adaptive RLC. CISST 2004: 608-612 - [c21]Grzegorz M. Boratyn, Tomasz G. Smolinski, Jacek M. Zurada, Mariofanna G. Milanova, Sudeepa Bhattacharyya, Larry J. Suva:
Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification. ICAISC 2004: 486-491 - [c20]Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva:
Lossless Data Compression for Image Decomposition With Recursive IDP Algorithm. ICPR (2) 2004: 823-826 - [c19]Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Stuart Harvey Rubin, Roumiana Kountcheva:
Audio Watermarking Based On Inverse Difference Decomposition. IRI 2004: 180-185 - [e1]Mehmed M. Kantardzic, Mariofanna G. Milanova, Olfa Nasraoui:
Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA. IEEE Computer Society 2004, ISBN 0-7803-8823-2 [contents] - 2003
- [c18]Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Stuart Harvey Rubin:
Multimedia Watermarking with Complex Hadamard Transform in the Inverse Pyramid Decomposition. IRI 2003: 305-310 - [c17]Grzegorz M. Boratyn, Tomasz G. Smolinski, Mariofanna G. Milanova, Jacek M. Zurada, Sudeepa Bhattacharyya, Larry J. Suva:
Scoring-Based Analysis of Protein Patterns for Identification of Myeloma Cancer. METMBS 2003: 60-65 - [c16]Mariofanna G. Milanova, Charles Ford, Roumen Kountchev, Roumiana Kountcheva:
Digital Watermarking for Medical Images. METMBS 2003: 509-520 - 2002
- [c15]Mariofanna G. Milanova, Charles Ford, Roumen Kountchev, Roumiana Kountcheva:
Fast Image Transfer with Adaptive Multi-Layer Image Compression. FSKD 2002: 192-196 - [c14]Tomasz G. Smolinski, Grzegorz M. Boratyn, Mariofanna G. Milanova, Jacek M. Zurada, Andrzej Wróbel:
Evolutionary Algorithms and Rough Sets-Based Hybrid Approach to Classificatory Decomposition of Cortical Evoked Potentials. Rough Sets and Current Trends in Computing 2002: 621-628 - [c13]Mariofanna G. Milanova, Tomasz G. Smolinski, Grzegorz M. Boratyn, Jacek M. Zurada, Andrzej Wróbel:
Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity within the Rat's Barrel Cortex. SVM 2002: 198-212 - 2001
- [c12]Stuart Harvey Rubin, S. N. Jayaram Murthy, Mariofanna G. Milanova, Robert J. Rush Jr., J. Boerke:
KASER - A Third-Generation Expert System Stuart. IRI 2001: 115-120 - [c11]Mariofanna G. Milanova, Adel Said Elmaghraby, Mark P. Wachowiak, Aurélio C. Campilho:
Biological Motivated Model for Encoding Multiple Object Motions in Primate Visual Cortex Using Sequences of Natural Images. ITCC 2001: 483-487 - [c10]Mark P. Wachowiak, Renata Smolíkova, Mariofanna G. Milanova, Adel Said Elmaghraby:
Statistical and Neural Approaches for Estimating Parameters of a Speckle Model Based on the Nakagami Distribution. MLDM 2001: 196-205 - [c9]Rumen Kounchev, Rumiana Kouncheva, Stuart H. Rubin, Mariofanna G. Milanova:
Multi-layer image compression algorithm for e-commerce. SMC 2001: 2554 - 2000
- [j1]Mariofanna G. Milanova, Ulrich Büker:
Object recognition in image sequences with cellular neural networks. Neurocomputing 31(1-4): 125-141 (2000) - [c8]Mariofanna G. Milanova, Adel Elmaghraby, Stuart Harvey Rubin:
Cellular Neural Networks for Segmentation of Image Sequence. IS 2000: 116-119 - [c7]Mariofanna G. Milanova, Aurélio C. Campilho, Miguel V. Correia:
Cellular Neural Networks for Motion Estimation. ICPR 2000: 3827-3830 - [c6]Stuart Harvey Rubin, Mariofanna G. Milanova, Aurélio C. Campilho:
Estimating motion flow field in image sequences using Cellular Neural Networks. PDPTA 2000
1990 – 1999
- 1999
- [c5]Mariofanna G. Milanova, Paulo E. M. de Almeida, Jun Okamoto Jr., Marcelo Godoy Simões:
Applications of Celluar Neural Networks for Shape from Shading Problem. MLDM 1999: 51-63 - 1998
- [c4]Mariofanna G. Milanova, Ulrich Büker:
Cellular Neural Networks for Complex Object Recognition. NC 1998: 304-310 - 1996
- [c3]Mariofanna G. Milanova, L. Nikolov, Svetlin Fotev:
Three Dimensional Computer Vision for Computer Aided Design and Manufacturing Applications. SSPR 1996: 279-288 - 1992
- [c2]Mariofanna G. Milanova, I. A. Aleksandrov, Roumen Kountchev:
Recovering and CAD/CAM Processing of Complex Surfaces. ECAI 1992: 824-825 - [c1]R. K. Kunchev, Mariofanna G. Milanova:
A CAD Based Knowledge Vision System for 3d Objects Recognition. MVA 1992: 571-574
Coauthor Index
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