Mariofanna G. Milanova

84 papers A* 1A 1B 5C 6Misc 16Journal 13Unranked 37

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Federated Learning-Based Road Defect Detection with Transformer Models for Real-Time Monitoring. Comput. Bushra Abro, Sahil Jatoi, Muhammad Zakir Shaikh, Enrique Nava Baro, Mariofanna G. Milanova, Bhawani Shankar Chowdhry
2025	J	`jnl`	Multi-Agent RAG Framework for Entity Resolution: Advancing Beyond Single-LLM Approaches with Specialized Agent Coordination. Comput. Aatif Muhammad Althaf, Muzakkiruddin Ahmed Mohammed, Mariofanna G. Milanova, John R. Talburt, Mert Can Cakmak
2024	—	`conf`	Semantic Entity Resolution on Synthetic Datasets: A Transformer-Centric Approach. ICPR (Workshops and Challenges, 5) Aatif Muhammad Althaf, Md. Samin Morshed, Md Rizwanul Kabir, Mariofanna G. Milanova, John R. Talburt
2024	—	`conf`	Towards Smarter Road Maintenance: YOLOv7-Seg for Real-Time Detection of Surface Defects. ICPR (Workshops and Challenges, 5) Bushra Abro, Piyar Ali Jatoi, Muhammad Zakir Shaikh, Enrique Nava Baro, Bhawani Shankar Chowdhry, Mariofanna G. Milanova
2022	—	`conf`	Active Learning Monitoring in Classroom Using Deep Learning Frameworks. ICPR Workshops (1) Afsana Mou, Mariofanna G. Milanova, Mark Baillie
2022	—	`conf`	Deep Learning-Based Multimodal Image Retrieval Combining Image and Text. CSCI Md Imran Sarker, Mariofanna G. Milanova
2021	C	`conf`	Video Surveillance Framework Based on Real-Time Face Mask Detection and Recognition. INISTA Ehsan Nasiri, Mariofanna G. Milanova, Ardalan Nasiri
2020	B	`conf`	Video Analytics Gait Trend Measurement for Fall Prevention and Health Monitoring. ICPR Lawrence O'Gorman, Xinyi Liu, Md Imran Sarker, Mariofanna G. Milanova
2019	—	`conf`	Human Computer Interaction with Multivariate Sentiment Distributions of Stocks Intraday. HCI (35) Lamarcus Coleman, Mariofanna G. Milanova
2019	A*	`conf`	Networking Consumer Systems to Provide a Development Environment for Inside-Out Marker-Less Tracking for Virtual Reality Headsets. VR Loki Rasmussen, Jay Basinger, Mariofanna G. Milanova
2018	—	`conf`	An Image Captioning Method for Infant Sleeping Environment Diagnosis. MPRSS Xinyi Liu, Mariofanna G. Milanova
2018	—	`conf`	Bayesian Regularization Based ANN for the Design of Flexible Antenna for UWB Wireless Applications. MIPR Ali I. Hammoodi, Fadwa Al-Azzo, Mariofanna G. Milanova, Haider Khaleel
2018	—	`conf`	Emotion Recognition and Eye Gaze Estimation System: EREGE. HCI (29) Suzan Anwar, Mariofanna G. Milanova, Shereen Abdulla, Zvetomira Svetleff
2018	J	`jnl`	Guest Editorial Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things. IEEE Trans. Biomed. Circuits Syst. Anne Humeau-Heurtier, Shuenn-Yuh Lee, Y.-H. Liu, Mariofanna G. Milanova, Luiz Eduardo Virgilio da Silva
2018	—	`conf`	Perceptual Judgments to Detect Computer Generated Forged Faces in Social Media. MPRSS Suzan Anwar, Mariofanna G. Milanova, Mardin Anwer, Anderson Banihirwe
2018	—	`conf`	Product Sentiment Trend Prediction. HCI (13) Vatsal Gala, Varad Deshpande, Ibtihal Ferwana, Mariofanna G. Milanova
2018	—	`conf`	The Impact of Multi-Optimizers and Data Augmentation on TensorFlow Convolutional Neural Network Performance. MIPR Arwa Mohammed Taqi, Ahmed Awad, Fadwa Al-Azzo, Mariofanna G. Milanova
2016	—	`conf`	Active Shape Model vs. Deep Learning for Facial Emotion Recognition in Security. MPRSS Monica Bebawy, Suzan Anwar, Mariofanna G. Milanova
2016	—	`ch.`	An Evolutionary Optimization Control System for Remote Sensing Image Processing. New Approaches in Intelligent Image Analysis Victoria L. Fox, Mariofanna G. Milanova
2016	—	`conf`	Face Recognition in Home Security System Using Tensor Decomposition Based on Radix-(2 × 2) Hierarchical SVD. MPRSS Roumen Kountchev, Suzan Anwar, Roumiana Kountcheva, Mariofanna G. Milanova
2016	—	`conf`	Face recognition based on subject dependent Hidden Markov Models. BlackSeaCom Petya Dinkova, Petia Georgieva, Agata Manolova, Mariofanna G. Milanova
2016	C	`conf`	Real time intention recognition. IECON Suzan Anwar, Mariofanna G. Milanova, Andrea Bigazzi, Leonardo Bocchi, Andrea Guazzini
2015	J	`jnl`	Comparison of Image Decompositions Through Inverse Difference and Laplacian Pyramids. Int. J. Multim. Data Eng. Manag. Roumen Kountchev, Stuart H. Rubin, Mariofanna G. Milanova, Roumiana Kountcheva
2015	C	`conf`	Comparison of consumer purchase intention between interactive and augmented reality shopping platforms through statistical analyses. INISTA Jasmina Stoyanova, Pedro Quelhas Brito, Petia Georgieva, Mariofanna G. Milanova
2015	C	`conf`	Content protection and hierarchical access control in image databases. INISTA Roumen Kountchev, Mariofanna G. Milanova, Roumiana Kountcheva
2014	J	`jnl`	Human action recognition in videos using structure similarity of aligned motion images. Int. J. Reason. based Intell. Syst. Salim Al-Ali, Mariofanna G. Milanova
2014	—	`conf`	Towards an Adaptive Brain-Computer Interface - An Error Potential Approach. MPRSS Nuno Figueiredo, Filipe Miguel Teixeira Pereira da Silva, Petia Georgieva, Mariofanna G. Milanova, Engin Mendi
2013	Misc	`conf`	Comparison of the structure and the computational complexity of the inverse difference and Laplacian Pyramids for still image decomposition. IRI Roumen Kountchev, Mariofanna G. Milanova, Stuart Harvey Rubin, Roumiana Kountcheva
2013	Misc	`conf`	Natural image segmentation using morphological mathematics and fuzzy logic. IRI Victoria L. Fox, Mariofanna G. Milanova
2012	J	`jnl`	Guest Editorial. J. Comput. Syed Mahfuzul Aziz, Vijayan K. Asari, M. Alamgir Hossain, Mohammad Ataul Karim, Mariofanna G. Milanova
2012	Misc	`conf`	Intelligent processing and analysis of groups of multispectral images. IRI Stuart Harvey Rubin, Roumen Kountchev, Mariofanna G. Milanova, Roumiana Kountcheva
2012	J	`jnl`	Multispectral Image Compression, Intelligent Analysis, and Hierarchical Search in Image Databases. Int. J. Multim. Data Eng. Manag. Stuart Harvey Rubin, Roumen Kountchev, Mariofanna G. Milanova, Roumiana Kountcheva
2011	Misc	`conf`	Invariant object description with inverse pyramid based on the truncated modified discrete Mellin-Fourier transform. IRI Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Roumiana Kountcheva
2011	—	`conf`	Object and Scene Recognition Using Color Descriptors and Adaptive Color KLT. HCI (12) Volkan H. Bagci, Mariofanna G. Milanova, Roumen Kountchev, Roumiana Kountcheva, Vladimir Todorov
2011	—	`conf`	Shape -Based Human Actions Recognition in Videos. HCI (1) Nitish Amraji, Lin Mu, Mariofanna G. Milanova
2011	—	`conf`	Subjective image quality prediction based on neural network. ICIQ Sertan Kaya, Mariofanna G. Milanova, John R. Talburt, Brian H. Tsou, Marina Altynovac
2010	J	`jnl`	Contour-Based Image Segmentation Using Selective Visual Attention. J. Softw. Eng. Appl. Engin Mendi, Mariofanna G. Milanova
2010	J	`jnl`	Guest Editorial. J. Comput. Syed Mahfuzul Aziz, Vijayan K. Asari, M. Alamgir Hossain, Mohammad A. Karim, Mariofanna G. Milanova
2010	J	`jnl`	Guest Editorial. J. Comput. Syed Mahfuzul Aziz, Vijayan K. Asari, M. Alamgir Hossain, Mohammad A. Karim, Mariofanna G. Milanova
2010	Misc	`conf`	Resistant image watermarking in the phases of the Complex Hadamard Transform coefficients. IRI Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva
2009	—	`conf`	Content Based Image Retrieval Using Adaptive Inverse Pyramid Representation. HCI (9) Mariofanna G. Milanova, Roumen Kountchev, Stuart Harvey Rubin, Vladimir Todorov, Roumiana Kountcheva
2009	Misc	`conf`	Intra-frame Compression of Video Sequences with Inverse Difference Pyramid Decomposition. IRI Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva
2009	—	`conf`	Quasi-Newton Minimization for Active Contours with Chan-Vese Model. IPCV Engin Mendi, Mariofanna G. Milanova
2009	—	`conf`	Video-Based Human Motion Estimation System. HCI (11) Mariofanna G. Milanova, Leonardo Bocchi
2009	—	`conf`	Video-based human motion estimation system for gaming user interface. ICE-GIC Mariofanna G. Milanova, Leonardo Bocchi, Tsanko Stoev
2008	—	`book`	Applications of Computational Intelligence in Biology: Current Trends and Open Problems Applications of Computational Intelligence in Biology Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul Ella Hassanien
2008	B	`conf`	Combined visual attention model for video sequences. ICPR Mariofanna G. Milanova, Stuart Harvey Rubin, Roumen Kountchev, Vladimir Todorov, Roumiana Kountcheva
2008	—	`book`	Computational Intelligence in Biomedicine and Bioinformatics, Current Trends and Applications Computational Intelligence in Biomedicine and Bioinformatics Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul Ella Hassanien
2008	—	`ch.`	Computational Intelligence in Solving Bioinformatics Problems: Reviews, Perspectives, and Challenges. Computational Intelligence in Biomedicine and Bioinformatics Aboul Ella Hassanien, Mariofanna G. Milanova, Tomasz G. Smolinski, Ajith Abraham
2008	Misc	`conf`	Extraction of objects contours for body language study. IRI Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva
2008	—	`conf`	Identifying Non-random Patterns from Gene Expression Profiles. PRIB Radhakrishnan Nagarajan, Meenakshi Upreti, Mariofanna G. Milanova
2008	J	`jnl`	Model of visual attention for video sequences. BMC Bioinform. Mariofanna G. Milanova
2007	Misc	`conf`	Enhancement of the Visual Quality of Scanned Documents. IRI Roumen Kountchev, Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva
2007	Misc	`conf`	Image Multi-Layer Search Based on Spectrum Pyramid. IRI Roumen Kountchev, Stuart Harvey Rubin, Mariofanna G. Milanova, Vladimir Todorov
2007	—	`conf`	Nonverbally Smart User Interfaces: Postural and Facial Expression Data in Human Computer Interaction. HCI (6) Gisela Susanne Bahr, Carey D. Balaban, Mariofanna G. Milanova, Howard Choe
2006	—	`conf`	Hybridization of Independent Component Analysis, Rough Sets, and Multi-Objective Evolutionary Algorithms for Classificatory Decomposition of Cortical Evoked Potentials. PRIB Tomasz G. Smolinski, Grzegorz M. Boratyn, Mariofanna G. Milanova, Roger Buchanan, Astrid A. Prinz
2006	J	`jnl`	Independent Component Analysis-motivated Approach to Classificatory Decomposition of Cortical Evoked Potentials. BMC Bioinform. Tomasz G. Smolinski, Roger Buchanan, Grzegorz M. Boratyn, Mariofanna G. Milanova, Astrid A. Prinz
2006	Misc	`conf`	Multi-objective evolutionary algorithms and rough sets for decomposition and analysis of cortical evoked potentials. GrC Mariofanna G. Milanova, Tomasz G. Smolinski, Grzegorz M. Boratyn, Roger Buchanan, Astrid A. Prinz
2005	C	`ed.`	Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005 ICMLA M. Arif Wani, Mariofanna G. Milanova, Lukasz A. Kurgan, Marek Z. Reformat, Khalid Hafeez
2005	—	`ch.`	Multi-layer Image Transmission with Inverse Pyramidal Decomposition. Computational Intelligence for Modelling and Prediction Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Roumiana Kountcheva
2004	Misc	`conf`	Audio Watermarking Based On Inverse Difference Decomposition. IRI Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Stuart Harvey Rubin, Roumiana Kountcheva
2004	Misc	`conf`	Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification. ICAISC Grzegorz M. Boratyn, Tomasz G. Smolinski, Jacek M. Zurada, Mariofanna G. Milanova, Sudeepa Bhattacharyya, Larry J. Suva
2004	—	`conf`	Lossless Data Compression for Image Decomposition With Recursive IDP Algorithm. ICPR (2) Mariofanna G. Milanova, Vladimir Todorov, Roumiana Kountcheva
2004	—	`conf`	Lossless Image Compression with IDP and Adaptive RLC. CISST Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Stuart Harvey Rubin, Roumiana Kountcheva
2004	C	`ed.`	Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA. ICMLA Mehmed M. Kantardzic, Mariofanna G. Milanova, Olfa Nasraoui
2003	—	`conf`	Digital Watermarking for Medical Images. METMBS Mariofanna G. Milanova, Charles Ford, Roumen Kountchev, Roumiana Kountcheva
2003	Misc	`conf`	Multimedia Watermarking with Complex Hadamard Transform in the Inverse Pyramid Decomposition. IRI Roumen Kountchev, Mariofanna G. Milanova, Charles Ford, Stuart Harvey Rubin
2003	—	`conf`	Scoring-Based Analysis of Protein Patterns for Identification of Myeloma Cancer. METMBS Grzegorz M. Boratyn, Tomasz G. Smolinski, Mariofanna G. Milanova, Jacek M. Zurada, Sudeepa Bhattacharyya, Larry J. Suva
2002	—	`conf`	Evolutionary Algorithms and Rough Sets-Based Hybrid Approach to Classificatory Decomposition of Cortical Evoked Potentials. Rough Sets and Current Trends in Computing Tomasz G. Smolinski, Grzegorz M. Boratyn, Mariofanna G. Milanova, Jacek M. Zurada, Andrzej Wróbel
2002	—	`conf`	Fast Image Transfer with Adaptive Multi-Layer Image Compression. FSKD Mariofanna G. Milanova, Charles Ford, Roumen Kountchev, Roumiana Kountcheva
2002	—	`conf`	Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity within the Rat's Barrel Cortex. SVM Mariofanna G. Milanova, Tomasz G. Smolinski, Grzegorz M. Boratyn, Jacek M. Zurada, Andrzej Wróbel
2001	—	`conf`	Biological Motivated Model for Encoding Multiple Object Motions in Primate Visual Cortex Using Sequences of Natural Images. ITCC Mariofanna G. Milanova, Adel Said Elmaghraby, Mark P. Wachowiak, Aurélio C. Campilho
2001	Misc	`conf`	KASER - A Third-Generation Expert System Stuart. IRI Stuart Harvey Rubin, S. N. Jayaram Murthy, Mariofanna G. Milanova, Robert J. Rush Jr., J. Boerke
2001	B	`conf`	Multi-layer image compression algorithm for e-commerce. SMC Rumen Kounchev, Rumiana Kouncheva, Stuart H. Rubin, Mariofanna G. Milanova
2001	—	`conf`	Statistical and Neural Approaches for Estimating Parameters of a Speckle Model Based on the Nakagami Distribution. MLDM Mark P. Wachowiak, Renata Smolíkova, Mariofanna G. Milanova, Adel Said Elmaghraby
2000	B	`conf`	Cellular Neural Networks for Motion Estimation. ICPR Mariofanna G. Milanova, Aurélio C. Campilho, Miguel V. Correia
2000	—	`conf`	Cellular Neural Networks for Segmentation of Image Sequence. IS Mariofanna G. Milanova, Adel Elmaghraby, Stuart Harvey Rubin
2000	Misc	`conf`	Estimating motion flow field in image sequences using Cellular Neural Networks. PDPTA Stuart Harvey Rubin, Mariofanna G. Milanova, Aurélio C. Campilho
2000	J	`jnl`	Object recognition in image sequences with cellular neural networks. Neurocomputing Mariofanna G. Milanova, Ulrich Büker
1999	—	`conf`	Applications of Celluar Neural Networks for Shape from Shading Problem. MLDM Mariofanna G. Milanova, Paulo E. M. de Almeida, Jun Okamoto Jr., Marcelo Godoy Simões
1998	—	`conf`	Cellular Neural Networks for Complex Object Recognition. NC Mariofanna G. Milanova, Ulrich Büker
1996	B	`conf`	Three Dimensional Computer Vision for Computer Aided Design and Manufacturing Applications. SSPR Mariofanna G. Milanova, L. Nikolov, Svetlin Fotev
1992	Misc	`conf`	A CAD Based Knowledge Vision System for 3d Objects Recognition. MVA R. K. Kunchev, Mariofanna G. Milanova
1992	A	`conf`	Recovering and CAD/CAM Processing of Complex Surfaces. ECAI Mariofanna G. Milanova, I. A. Aleksandrov, Roumen Kountchev