Maria Trocan

ACM Comput. Surv., February, 2025

2024

Machine learning-based solutions for resource management in fog computing.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2024

Artificial Intelligence of Things (AIoT) for smart agriculture: A review of architectures, technologies and solutions.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2024

CMISR: Circular medical image super-resolution.

[BibT_eX]

[DOI]

Nahid Md Lokman Hossain

Dimitri Galayko

Mohamad Sawan

Eng. Appl. Artif. Intell., 2024

CIC: Circular Image Compression.

[BibT_eX]

[DOI]

Sinan Chen

Nahid Md Lokman Hossain

CoRR, 2024

A Multi-Farm Irrigation Scheduling System (MISS) for Arid and Semi-Arid Regions: A Realistic Scenario.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Clustering Approach for Personalized Coaching Applications.

[BibT_eX]

[DOI]

Patricia Conde-Cespedes

Hilbrand Oldenhuis

Proceedings of the Advances in Computational Collective Intelligence, 2024

Federated Learning for Predicting Irrigation Requirements in Multi-farm Irrigation Scheduling Systems.

[BibT_eX]

[DOI]

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

2023

Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare.

[BibT_eX]

[DOI]

Davide Moroni

Behçet Ugur Töreyin

Comput. Intell., December, 2023

Correction to: Feature contribution alignment with expert knowledge for artificial intelligence credit scoring.

[BibT_eX]

[DOI]

Signal Image Video Process., June, 2023

Simulation Tools for Fog Computing: A Comparative Analysis.

[BibT_eX]

[DOI]

Sensors, April, 2023

Feature contribution alignment with expert knowledge for artificial intelligence credit scoring.

[BibT_eX]

[DOI]

Signal Image Video Process., March, 2023

ICRICS: iterative compensation recovery for image compressive sensing.

[BibT_eX]

[DOI]

Signal Image Video Process., 2023

CMISR: Circular Medical Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2023

Performance Evaluation of Machine Learning Algorithms for a Cluster-based Crop Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Credit Risk Scoring Using a Data Fusion Approach.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Scalable Missing Data Imputation With Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Predicting Corporate Solvency using Sentiment Analysis of Risk Analyst Textual Assessments.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Congress on Information Science and Technology, 2023

CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

A Review of Resource Management in Fog Computing: Machine Learning Perspective.

[BibT_eX]

[DOI]

Muhammad Fahimullah

Shohreh Ahvar

CoRR, 2022

A User-friendly AIoT-Based Crop Recommendation system (UACR): concept and architecture.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Sectorial Analysis Impact on the Development of Credit Scoring Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Management of Digital EcoSystems, 2022

Graphene Detection System.

[BibT_eX]

[DOI]

Sankari Balasubramaniyan

Mathieu Thevenin

Proceedings of the 14th International Conference on Management of Digital EcoSystems, 2022

Patch Selection for Melanoma Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Graph Neural Networks-Based Multilabel Classification of Citation Network.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Explaining Predictive Scheduling in Cloud.

[BibT_eX]

[DOI]

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021

Guest Editorial Special Section on IEEE ICME 2020.

[BibT_eX]

[DOI]

Raouf Hamzaoui

Noel E. O'Connor

IEEE Open J. Circuits Syst., 2021

A modified version of GoogLeNet for melanoma diagnosis.

[BibT_eX]

[DOI]

Ercument Yilmaz

J. Inf. Telecommun., 2021

Multi-level adaptive neuro-fuzzy inference system-based reconstruction of 1D ISOMAP representations.

[BibT_eX]

[DOI]

Dimitri Galayko

Fuzzy Sets Syst., 2021

Cascade Decoders-Based Autoencoders for Image Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2021

Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts.

[BibT_eX]

[DOI]

CoRR, 2021

Entropy Role on Patch-Based Binary Classification for Skin Melanoma.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Collective Intelligence, 2021

Detection of Monolayer Graphene.

[BibT_eX]

[DOI]

Sankari Balasubramaniyan

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

2020

Compressive Imaging Using RIP-Compliant CMOS Imager Architecture and Landweber Reconstruction.

[BibT_eX]

[DOI]

Marco Trevisi

Ángel Rodríguez-Vázquez

Ricardo Carmona-Galán

IEEE Trans. Circuits Syst. Video Technol., 2020

Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches.

[BibT_eX]

[DOI]

Dino Ienco

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Melanoma Detection Using Deep Learning.

[BibT_eX]

[DOI]

Florent Favole

Ercument Yilmaz

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures.

[BibT_eX]

[DOI]

Ercument Yilmaz

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

Deep learning of smartphone sensor data for personal health assistance.

[BibT_eX]

[DOI]

Microelectron. J., 2019

Sparse reconstruction of ISOMAP representations.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2019

Image compression in resource-constrained eye tracking devices.

[BibT_eX]

[DOI]

J. Inf. Telecommun., 2019

Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Real Time Region of Interest Determination and Implementation with Integral Image.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Sharp Images Detection for Microscope Pollen Slides Observation.

[BibT_eX]

[DOI]

Aysha Kadaikar

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018

Deep neural network based single pixel prediction for unified video coding.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Sparse Solution to Inverse Problem of Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Multimedia and Network Information Systems, 2018

Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Residual Learning-based Reconstruction of Stacked Autoencoder Representation.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Neural Network Autoencoder for Change Detection in Satellite Image Time Series.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Adaptive Compressed Sensing Image Reconstruction Using Binary Measurement Matrices.

[BibT_eX]

[DOI]

Marco Trevisi

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Feature-Based Image Compression.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017

An HVS-inspired video deinterlacer based on visual saliency.

[BibT_eX]

[DOI]

Umang Aggarwal

François-Xavier Coudoux

Vietnam. J. Comput. Sci., 2017

Sparse Recovery-Based Error Concealment.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Joint-domain dictionary learning-based error concealment using common space mapping.

[BibT_eX]

[DOI]

Bernard Granado

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Neural Network Based Eye Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Image error concealment based on joint sparse representation and non-local similarity.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Personal Health Indicators by Deep Learning of Smart Phone Sensor Data.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016

Image error concealment using sparse representations over a trained dictionary.

[BibT_eX]

[DOI]

Proceedings of the 2016 Picture Coding Symposium, 2016

Image compression using adaptive sparse representations over trained dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

An image compression for embedded eye-tracking applications.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on INnovations in Intelligent SysTems and Applications, 2016

Adaptive saliency-based compressive sensing image reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Image quality impact for eye tracking systems accuracy.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016

A compressive domain saliency-based adaptive measurement method for image recovery.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016

Spectral Saliency-Based Video Deinterlacing.

[BibT_eX]

[DOI]

Umang Aggarwal

François-Xavier Coudoux

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015

Sparse recovery-based error concealment for multiview images.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

Real time image compression for eye tracking applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015

Design of an embedded image acquisition system.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Electronics, 2015

Saliency-Guided Video Deinterlacing.

[BibT_eX]

[DOI]

François-Xavier Coudoux

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

2014

Compressed-sensing recovery of multiview image and video sequences using signal prediction.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Motion-compensated TV-reconstruction-based video deinterlacing.

[BibT_eX]

[DOI]

Int. J. Intell. Inf. Database Syst., 2014

Communications education and training: expanding the student experience [Guest Editorial].

[BibT_eX]

[DOI]

David G. Michelson

Wen Tong

IEEE Commun. Mag., 2014

A project oriented learning experience for teaching electronics fundamentals.

[BibT_eX]

[DOI]

Dieudonné Abboud

IEEE Commun. Mag., 2014

Content-based video fingerprinting method for fast key generation and retrieval.

[BibT_eX]

[DOI]

Shiyang Xu

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Graph-cut-based compression algorithm for compressed-sensed image acquisition.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

A contour preserving FPGA architecture for PAL to XGA format conversion.

[BibT_eX]

[DOI]

Boubacar Barry

Proceedings of the IEEE 12th International New Circuits and Systems Conference, 2014

An Overlapped Motion Compensated Approach for Video Deinterlacing.

[BibT_eX]

[DOI]

Shaunak Ganguly

Shaumik Ganguly

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

2013

A Graph-Cut-Based Smooth Quantization Approach for Image Compression.

[BibT_eX]

[DOI]

Béatrice Pesquet

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Spatial edge directed video deinterlacing.

[BibT_eX]

[DOI]

Prateek Murgai

Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013

2012

An adaptive motion-compensated approach for video deinterlacing.

[BibT_eX]

[DOI]

Beata Mikovicova

Daulet Zhanguzin

Multim. Tools Appl., 2012

A Sparse Reconstruction Approach to Video Deinterlacing.

[BibT_eX]

[DOI]

Rafael Galvão de Oliveira

Proceedings of the Multimedia and Internet Systems: Theory and Practice, 2012

An H.264/AVC inverse transform adaptation method for video streaming applications.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Smooth motion-compensated video deinterlacing.

[BibT_eX]

[DOI]

Rafael Galvão de Oliveira

Beata Mikovicova

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Inter prediction using lapped transforms for advanced video coding.

[BibT_eX]

[DOI]

Rafael Galvão de Oliveira

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

An adaptive framework for H.264 optimized encoding.

[BibT_eX]

[DOI]

Nicolas Tizon

Proceedings of the European Workshop on Visual Information Processing, 2011

2010

A Robust Iris Identification System Based on Wavelet Packet Decomposition and Local Comparisons of the Extracted Signatures.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2010

Multistage compressed-sensing reconstruction of multiview images.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Disparity-compensated compressed-sensing reconstruction for multiview images.

[BibT_eX]

[DOI]

Thomas Maugey

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Compressed sensing of multiview images using disparity compensation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

An Edge-Preserving Motion-Compensated Approach for Video Deinterlacing.

[BibT_eX]

[DOI]

Daulet Zhanguzin

Beata Mikovicova

Proceedings of the Future Multimedia Networking, Third International Workshop, 2010

2009

Block-based graph-cut rate allocation for subband image compression and transmission over wireless networks.

[BibT_eX]

[DOI]

Charles Yaacoub

Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

2008

Wavelet-based multi-view video coding with joint best basis wavelet packets.

[BibT_eX]

[DOI]

Jens-Uwe Garbas

André Kaup

Proceedings of the International Conference on Image Processing, 2008

2007

Rotated Constellations for Video Transmission Over Rayleigh Fading Channels.

[BibT_eX]

[DOI]

Georgia Feideropoulou

Jean-Claude Belfiore

IEEE Signal Process. Lett., 2007

Video coding with fully separable wavelet and wavelet packet transforms.

[BibT_eX]

[DOI]

Proceedings of the Visual Communications and Image Processing 2007, 2007

Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Graph-cut rate-distortion optimization for subband image compression.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Joint source-channel coding with partially coded index assignment for robust scalable video.

[BibT_eX]

[DOI]

Georgia Feideropoulou

Jean-Claude Belfiore

IEEE Signal Process. Lett., 2006

A 5-band Temporal Lifting Scheme for Video Surveillance.

[BibT_eX]

[DOI]

Christophe Tillier

Mihaela van der Schaar

Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Lms Based Adaptive Prediction for Scalable Video Coding.

[BibT_eX]

[DOI]

B. Ugur Töreyin

A. Enis Çetin

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Linear and nonlinear temporal prediction employing lifting structures for scalable video coding.

[BibT_eX]

[DOI]

B. Ugur Töreyin

A. Enis Çetin

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Scene-Cut Processing in Motion-Compensated Temporal Filtering.

[BibT_eX]

[DOI]