Maria Trocan

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 73

Top Venues

CoRR

ICECS

ICCCI

Signal Image Video Process.

Publications

Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan, Marie-José Montpetit, Reza Ehsani
Artificial Intelligence of Things (AIoT) for smart agriculture: A review of architectures, technologies and solutions. J. Netw. Comput. Appl. 228 (2024)
Honggui Li, Nahid Md Lokman Hossain, Maria Trocan, Dimitri Galayko, Mohamad Sawan
CMISR: Circular medical image super-resolution. Eng. Appl. Artif. Intell. 133 (2024)
Honggui Li, Sinan Chen, Nahid Md Lokman Hossain, Maria Trocan, Beata Mikovicova, Muhammad Fahimullah, Dimitri Galayko, Mohamad Sawan
CIC: Circular Image Compression. CoRR (2024)
Muhammad Fahimullah, Shohreh Ahvar, Mihir Agarwal, Maria Trocan
Machine learning-based solutions for resource management in fog computing. Multim. Tools Appl. 83 (8) (2024)
Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan, Reza Ehsani
A Multi-Farm Irrigation Scheduling System (MISS) for Arid and Semi-Arid Regions: A Realistic Scenario. ISCAS (2024)
Ayoub El Qadi, Maria Trocan, Natalia Díaz Rodríguez, Thomas Frossard
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring. Signal Image Video Process. 17 (2) (2023)
Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan
Performance Evaluation of Machine Learning Algorithms for a Cluster-based Crop Recommendation System. SITIS (2023)
Ayoub El Qadi, Maria Trocan, Patricia Conde Céspedes, Thomas Frossard, Natalia Díaz Rodríguez
Credit Risk Scoring Using a Data Fusion Approach. ICCCI (2023)
Ayoub El Qadi, Maria Trocan, Natalia Díaz Rodríguez, Thomas Frossard
Correction to: Feature contribution alignment with expert knowledge for artificial intelligence credit scoring. Signal Image Video Process. 17 (4) (2023)
Muhammad Fahimullah, Guillaume Philippe, Shohreh Ahvar, Maria Trocan
Simulation Tools for Fog Computing: A Comparative Analysis. Sensors 23 (7) (2023)
Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko
CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution. AICAS (2023)
Honggui Li, Maria Trocan, Dimitri Galayko, Mohamad Sawan
CMISR: Circular Medical Image Super-Resolution. CoRR (2023)
Ayoub El Qadi, Maria Trocan, Patricia Conde Céspedes, Thomas Frossard
Predicting Corporate Solvency using Sentiment Analysis of Risk Analyst Textual Assessments. CiSt (2023)
Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko
CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution. CoRR (2023)
Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan
Scalable Missing Data Imputation With Graph Neural Networks. ICASSP Workshops (2023)
Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko
ICRICS: iterative compensation recovery for image compressive sensing. Signal Image Video Process. 17 (6) (2023)
Davide Moroni, Maria Trocan, Behçet Ugur Töreyin
Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare. Comput. Intell. 39 (6) (2023)
Muhammad Fahimullah, Shohreh Ahvar, Maria Trocan
A Review of Resource Management in Fog Computing: Machine Learning Perspective. CoRR (2022)
Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan
Graph Neural Networks-Based Multilabel Classification of Citation Network. ACIIDS (2) (2022)
Sankari Balasubramaniyan, Mathieu Thevenin, Frédéric Amiel, Maria Trocan
Graphene Detection System. MEDES (2022)
Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan
Patch Selection for Melanoma Classification. CoRR (2022)
Ayoub El Qadi, Maria Trocan, Thomas Frossard, Natalia Díaz Rodríguez
Sectorial Analysis Impact on the Development of Credit Scoring Machine Learning Models. MEDES (2022)
Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan
Patch Selection for Melanoma Classification. ICCCI (2022)
Honggui Li, Maria Trocan, Dimitri Galayko, Mohamad Sawan
ICRICS: Iterative Compensation Recovery for Image Compressive Sensing. CoRR (2022)
Muhammad Fahimullah, Rohit Gupta, Shohreh Ahvar, Maria Trocan
Explaining Predictive Scheduling in Cloud. ACIIDS (Companion) (2022)
Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan
A User-friendly AIoT-Based Crop Recommendation system (UACR): concept and architecture. SITIS (2022)
Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan
Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural Networks. ASONAM (2022)
Honggui Li, Dimitri Galayko, Maria Trocan, Mohamad Sawan
Cascade Decoders-Based Autoencoders for Image Reconstruction. CoRR (2021)
Honggui Li, Dimitri Galayko, Maria Trocan
Multi-level adaptive neuro-fuzzy inference system-based reconstruction of 1D ISOMAP representations. Fuzzy Sets Syst. 411 (2021)
Ercument Yilmaz, Maria Trocan
A modified version of GoogLeNet for melanoma diagnosis. J. Inf. Telecommun. 5 (3) (2021)
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur d'Avila Garcez, Natalia Díaz Rodríguez
A Practical Tutorial on Explainable AI Techniques. CoRR (2021)
Raouf Hamzaoui, Noel E. O'Connor, Maria Trocan
Guest Editorial Special Section on IEEE ICME 2020. IEEE Open J. Circuits Syst. 2 (2021)
Ayoub El Qadi, Natalia Díaz Rodríguez, Maria Trocan, Thomas Frossard
Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts. CoRR (2021)
Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan
Entropy Role on Patch-Based Binary Classification for Skin Melanoma. ICCCI (CCIS Volume) (2021)
Sankari Balasubramaniyan, François Parmentier, Preden Roulleau, Mathieu Thevenin, Alexis Brenes, Maria Trocan
Detection of Monolayer Graphene. ICCCI (2021)
Marco Trevisi, Ali Akbari, Maria Trocan, Ángel Rodríguez-Vázquez, Ricardo Carmona-Galán
Compressive Imaging Using RIP-Compliant CMOS Imager Architecture and Landweber Reconstruction. IEEE Trans. Circuits Syst. Video Technol. 30 (2) (2020)
Florent Favole, Maria Trocan, Ercument Yilmaz
Melanoma Detection Using Deep Learning. ICCCI (2020)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder. Remote. Sens. 12 (11) (2020)
Ercument Yilmaz, Maria Trocan
Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures. ACIIDS (1) (2020)
Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan
Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Ali Akbari, Maria Trocan, Saeid Sanei, Bertrand Granado
Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment. IEEE Trans. Circuits Syst. Video Technol. 30 (8) (2020)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction. IPTA (2019)
Pavel Morozkin, Marc Swynghedauw, Maria Trocan
Image compression in resource-constrained eye tracking devices. J. Inf. Telecommun. 3 (3) (2019)
Honggui Li, Maria Trocan
Deep learning of smartphone sensor data for personal health assistance. Microelectron. J. 88 (2019)
Frédéric Amiel, Boubacar Barry, Anand Krishnamoorthy, Maria Trocan, Marc Swynghedauw
Real Time Region of Interest Determination and Implementation with Integral Image. ICCCI (2) (2019)
Honggui Li, Maria Trocan
Sparse reconstruction of ISOMAP representations. J. Intell. Fuzzy Syst. 37 (6) (2019)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. ICANN (3) (2019)
Aysha Kadaikar, Maria Trocan, Frédéric Amiel, Patricia Conde Céspedes, Benjamin Guinot, Roland Sarda Estève, Dominique Baisnée, Gilles Oliver
Sharp Images Detection for Microscope Pollen Slides Observation. ACIIDS (1) (2019)
Honggui Li, Maria Trocan
Deep neural network based single pixel prediction for unified video coding. Neurocomputing 272 (2018)
Ali Akbari, Marco Trevisi, Maria Trocan
Adaptive Compressed Sensing Image Reconstruction Using Binary Measurement Matrices. ICECS (2018)
Honggui Li, Maria Trocan
Sparse Solution to Inverse Problem of Nonlinear Dimensionality Reduction. MISSI (2018)
Ali Akbari, Maria Trocan
Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix. ICIP (2018)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Neural Network Autoencoder for Change Detection in Satellite Image Time Series. ICECS (2018)
Ali Akbari, Maria Trocan
Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations. MMSP (2018)
Honggui Li, Maria Trocan
Deep Residual Learning-based Reconstruction of Stacked Autoencoder Representation. ICECS (2018)
Pavel Morozkin, Marc Swynghedauw, Maria Trocan
Feature-Based Image Compression. ACIIDS (1) (2018)
Umang Aggarwal, Maria Trocan, François-Xavier Coudoux
An HVS-inspired video deinterlacer based on visual saliency. Vietnam. J. Comput. Sci. 4 (1) (2017)
Ali Akbari, Maria Trocan, Bernard Granado
Joint-domain dictionary learning-based error concealment using common space mapping. DSP (2017)
Honggui Li, Maria Trocan
Personal Health Indicators by Deep Learning of Smart Phone Sensor Data. CYBCONF (2017)
Ali Akbari, Maria Trocan, Bertrand Granado
Sparse Recovery-Based Error Concealment. IEEE Trans. Multim. 19 (6) (2017)
Ali Akbari, Maria Trocan, Bertrand Granado
Image error concealment based on joint sparse representation and non-local similarity. GlobalSIP (2017)
Pavel Morozkin, Marc Swynghedauw, Maria Trocan
Neural Network Based Eye Tracking. ICCCI (2) (2017)
Ali Akbari, Maria Trocan, Bertrand Granado
Image error concealment using sparse representations over a trained dictionary. PCS (2016)
Honggui Li, Maria Trocan, Carmona-G. Ricardo, Marco Trevisi
A compressive domain saliency-based adaptive measurement method for image recovery. ICECS (2016)
Ali Akbari, Maria Trocan, Bertrand Granado
Image compression using adaptive sparse representations over trained dictionaries. MMSP (2016)
Pavel Morozkin, Marc Swynghedauw, Maria Trocan
Image quality impact for eye tracking systems accuracy. ICECS (2016)
Pavel Morozkin, Marc Swynghedauw, Maria Trocan
An image compression for embedded eye-tracking applications. INISTA (2016)
Ali Akbari, D. Mandache, Maria Trocan, Bertrand Granado
Adaptive saliency-based compressive sensing image reconstruction. ICME Workshops (2016)
Umang Aggarwal, Maria Trocan, François-Xavier Coudoux
Spectral Saliency-Based Video Deinterlacing. ICCCI (1) (2016)
Ali Akbari, Maria Trocan
Sparse recovery-based error concealment for multiview images. IWCIM (2015)
Pavel Morozkin, Marc Swynghedauw, Maria Trocan
Design of an embedded image acquisition system. ICECS (2015)
Frédéric Amiel, Boubacar Barry, Maria Trocan, Marc Swynghedauw
Real time image compression for eye tracking applications. LASCAS (2015)
Maria Trocan, François-Xavier Coudoux
Saliency-Guided Video Deinterlacing. ICCCI (2) (2015)
Julide Gulen Alaydin, Seden Hazal Gulen, Maria Trocan, Behcet Ugur Töreyin
Graph-cut-based compression algorithm for compressed-sensed image acquisition. SIU (2014)
Maria Trocan, Eric W. Tramel, James E. Fowler, Béatrice Pesquet
Compressed-sensing recovery of multiview image and video sequences using signal prediction. Multim. Tools Appl. 72 (1) (2014)
Shiyang Xu, Maria Trocan
Content-based video fingerprinting method for fast key generation and retrieval. SIU (2014)
Frédéric Amiel, Boubacar Barry, Maria Trocan
A contour preserving FPGA architecture for PAL to XGA format conversion. NEWCAS (2014)
Maria Trocan
Motion-compensated TV-reconstruction-based video deinterlacing. Int. J. Intell. Inf. Database Syst. 8 (3) (2014)
Frédéric Amiel, Dieudonné Abboud, Maria Trocan
A project oriented learning experience for teaching electronics fundamentals. IEEE Commun. Mag. 52 (12) (2014)
David G. Michelson, Maria Trocan, Wen Tong
Communications education and training: expanding the student experience [Guest Editorial]. IEEE Commun. Mag. 52 (12) (2014)
Shaunak Ganguly, Shaumik Ganguly, Maria Trocan
An Overlapped Motion Compensated Approach for Video Deinterlacing. ICCCI (2014)
Maria Trocan, Béatrice Pesquet
A Graph-Cut-Based Smooth Quantization Approach for Image Compression. ICCCI (2013)
Prateek Murgai, Maria Trocan
Spatial edge directed video deinterlacing. DASIP (2013)
Maria Trocan
A Sparse Reconstruction Approach to Video Deinterlacing. MISSI (2012)
Maria Trocan, Beata Mikovicova, Daulet Zhanguzin
An adaptive motion-compensated approach for video deinterlacing. Multim. Tools Appl. 61 (3) (2012)
Rafael Galvão de Oliveira, Maria Trocan, Béatrice Pesquet-Popescu
An H.264/AVC inverse transform adaptation method for video streaming applications. EUSIPCO (2012)
Rafael Galvão de Oliveira, Béatrice Pesquet-Popescu, Maria Trocan
Inter prediction using lapped transforms for advanced video coding. ICIP (2011)
Maria Trocan, Beata Mikovicova
Smooth motion-compensated video deinterlacing. ISPA (2011)
Rafael Galvão de Oliveira, Maria Trocan, Béatrice Pesquet-Popescu, Nicolas Tizon
An adaptive framework for H.264 optimized encoding. EUVIP (2011)
Florence Rossant, Beata Mikovicova, Mathieu Adam, Maria Trocan
A Robust Iris Identification System Based on Wavelet Packet Decomposition and Local Comparisons of the Extracted Signatures. EURASIP J. Adv. Signal Process. 2010 (2010)
Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Béatrice Pesquet-Popescu
Multistage compressed-sensing reconstruction of multiview images. MMSP (2010)
Maria Trocan, Thomas Maugey, James E. Fowler, Béatrice Pesquet-Popescu
Disparity-compensated compressed-sensing reconstruction for multiview images. ICME (2010)
Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Béatrice Pesquet-Popescu
Compressed sensing of multiview images using disparity compensation. ICIP (2010)
Daulet Zhanguzin, Maria Trocan, Beata Mikovicova
An Edge-Preserving Motion-Compensated Approach for Video Deinterlacing. FMN (2010)
Maria Trocan, Béatrice Pesquet-Popescu, James E. Fowler, Charles Yaacoub
Block-based graph-cut rate allocation for subband image compression and transmission over wireless networks. MobiMedia (2009)
Jens-Uwe Garbas, Béatrice Pesquet-Popescu, Maria Trocan, André Kaup
Wavelet-based multi-view video coding with joint best basis wavelet packets. ICIP (2008)
Maria Trocan, Béatrice Pesquet-Popescu
Graph-cut rate-distortion optimization for subband image compression. EUSIPCO (2007)
Maria Trocan, Béatrice Pesquet-Popescu, James E. Fowler
Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression. ICIP (3) (2007)
Maria Trocan, Béatrice Pesquet-Popescu
Video coding with fully separable wavelet and wavelet packet transforms. VCIP (2007)
Georgia Feideropoulou, Maria Trocan, James E. Fowler, Béatrice Pesquet-Popescu, Jean-Claude Belfiore
Rotated Constellations for Video Transmission Over Rayleigh Fading Channels. IEEE Signal Process. Lett. 14 (9) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Maria Trocan