Ferran Marqués

Orcid: 0000-0001-8311-1168

According to our database1, Ferran Marqués authored at least 135 papers between 1991 and 2023.

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Bibliography

2023
Assessment of Forest Degradation Using Multitemporal and Multisensor Very High Resolution Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Color Deconvolution Applied to Domain Adaptation in HER2 Histopathological Images.
Proceedings of the IEEE International Conference on Acoustics, 2023

Assessing Tree-Based Phenotype Prediction on the UK Biobank.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
High-Resolution Satellite Bathymetry Mapping: Regression and Machine Learning-Based Approaches.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiple Object Tracking from appearance by hierarchically clustering tracklets.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation.
CoRR, 2021

Advanced Processing of Multiplatform Remote Sensing Imagery for the Monitoring of Coastal and Mountain Ecosystems.
IEEE Access, 2021

2019
Multiresolution co-clustering for uncalibrated multiview segmentation.
Signal Process. Image Commun., 2019

Digitally Stained Confocal Microscopy through Deep Learning.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Bathymetry Mapping using very High Resolution Satellite Multispectral Imagery in Shallow Coastal Waters of Protected Ecosystems.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

RVOS: End-To-End Recurrent Network for Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Seabed Mapping in Coastal Shallow Waters Using High Resolution Multispectral and Hyperspectral Imagery.
Remote. Sens., 2018

3D hierarchical optimization for multi-view depth map coding.
Multim. Tools Appl., 2018

Benthic Mapping Using High Resolution Multispectral and Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Recurrent Neural Networks for Semantic Instance Segmentation.
CoRR, 2017

2016
Supervised Evaluation of Image Segmentation and Object Proposal Techniques.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Hierarchical Object Detection with Deep Reinforcement Learning.
CoRR, 2016

Bags of Local Convolutional Features for Scalable Instance Search.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Faster R-CNN Features for Instance Search.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Precise classification of coastal benthic habitats using high resolution Worldview-2 imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Improving spatial codification in semantic segmentation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Multiresolution Hierarchy Co-Clustering for Semantic Segmentation in Sequences with Small Variations.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces.
Multim. Tools Appl., 2014

Analysis of urban and vegetation growing in NW Senegal during the last 25 years using medium resolution imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Fast generation of LULC maps for temporal studies in North-Western Africa.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

3D shape reconstruction from a humanoid generated video sequence.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

Region-Based Particle Filter for Video Object Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multiscale Combinatorial Grouping.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Real-time user independent hand gesture recognition from time-of-flight camera video using static and dynamic models.
Mach. Vis. Appl., 2013

Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Multispectral Cooperative Partition Sequence Fusion for Joint Classification and Hierarchical Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2012

Multiview depth coding based on combined color/depth segmentation.
J. Vis. Commun. Image Represent., 2012

Hierarchical Navigation and Visual Search for Video Keyframe Retrieval.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

A region-based particle filter for generic object tracking and segmentation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Upper-bound assessment of the spatial accuracy of hierarchical region-based image representations.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Supervised Assessment of Segmentation Hierarchies.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes.
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

Diversity ranking for video retrieval from a broadcaster archive.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

2010
Region Merging Techniques Using Information Theory Statistical Measures.
IEEE Trans. Image Process., 2010

GAT: a Graphical Annotation Tool for semantic regions.
Multim. Tools Appl., 2010

Region-based caption text extraction.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

TRECVID 2010 Experiments at Dublin City University.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Object detection and segmentation on a hierarchical region-based image representation.
Proceedings of the International Conference on Image Processing, 2010

Contour detection using Binary Partition Trees.
Proceedings of the International Conference on Image Processing, 2010

Region merging parameter dependency as information diversity to create sparse hierarchies of partitions.
Proceedings of the International Conference on Image Processing, 2010

System architecture of a web service for Content-Based Image Retrieval.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009
Trajectory Tree as an Object-Oriented Hierarchical Representation for Video.
IEEE Trans. Circuits Syst. Video Technol., 2009

Cloud Motion Estimation in SEVIRI Image Sequences.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Hierarchical Segmentation of Vegetation Areas in High Spatial Resolution Images by Fusion of Multispectral Information.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Caption text extraction for indexing purposes using a hierarchical region-based image model.
Proceedings of the International Conference on Image Processing, 2009

Performance evaluation of probability density estimators for unsupervised information theoretical region merging.
Proceedings of the International Conference on Image Processing, 2009

Hierarchical fusion of color and depth information at partition level by cooperative region merging.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Binary Partition Trees for Object Detection.
IEEE Trans. Image Process., 2008

Motion Estimation Techniques to Automatically Track Oceanographic Thermal Structures in Multisensor Image Sequences.
IEEE Trans. Geosci. Remote. Sens., 2008

3D posture estimation using geodesic distance maps.
Multim. Tools Appl., 2008

Region-based mean shift tracking: Application to face tracking.
Proceedings of the International Conference on Image Processing, 2008

General region merging approaches based on information theory statistical measures.
Proceedings of the International Conference on Image Processing, 2008

General region merging based on first order Markov information theory statistical measures.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Object-based evaluation of hierarchical region-based representations based on information theory statistical measures.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Bayesian Approach for Morphology-Based 2-D Human Motion Capture.
IEEE Trans. Multim., 2007

Prefetching and Caching Strategies for Remote and Interactive Browsing of JPEG2000 Images.
IEEE Trans. Image Process., 2007

Composite Object Detection in Video Sequences: Application to Controlled Environments.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Region-based Annotation Tool using Partition Trees.
Proceedings of the Poster and Demo Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies, 2007

Performance of region-based matching techniques to compute the ocean surface motion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Methodology for the estimation of ocean surface currents using region matching and differential algorithms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

On Building a Hierarchical Region-Based Representation for Generic Image Analysis.
Proceedings of the International Conference on Image Processing, 2007

Hierarchical Partition-Based Representations for Image Sequences using Trajectory Merging Criteria.
Proceedings of the IEEE International Conference on Acoustics, 2007

Multiple View Region Matching as a Lagrangian Optimization Problem.
Proceedings of the IEEE International Conference on Acoustics, 2007

Face detection and segmentation on a hierarchical image representation.
Proceedings of the 15th European Signal Processing Conference, 2007

Region-Based Hierarchical Representation for Object Detection.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

A Hierarchical Trajectory-Based Representation for Video.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
BPT Enhancement Based on Syntactic and Semantic Criteria.
Proceedings of the Semantic Multimedia, 2006

From Partition Trees to Semantic Trees.
Proceedings of the Multimedia Content Representation, 2006

Face Recognition using Groups of Images in Smart Room Scenarios.
Proceedings of the International Conference on Image Processing, 2006

Generation of Long-Term Color and Motion Coherent Partitions.
Proceedings of the International Conference on Image Processing, 2006

Pre-Fetching Strategies for Remote and Interactive Browsing of JPEG2000 Images.
Proceedings of the International Conference on Image Processing, 2006

Audio, Video and Multimodal Person Identification in a Smart Room.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

2005
Automatic tool for the precise detection of upwelling and filaments in remote sensing imagery.
IEEE Trans. Geosci. Remote. Sens., 2005

Detection of semantic objects using description graphs.
Proceedings of the 2005 International Conference on Image Processing, 2005

A motion-based binary partition tree approach to video object segmentation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Silhouette-based probabilistic 2D human motion estimation for real-time applications.
Proceedings of the 2005 International Conference on Image Processing, 2005

Support Vector Data Description based on PCA features for face detection.
Proceedings of the 13th European Signal Processing Conference, 2005

Automatic Extraction and Analysis of Visual Objects Information.
Proceedings of the Multimedia Content and the Semantic Web, 2005

2004
Precise upwelling and filaments automatic extraction from multisensorial imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

An automated multisensor satellite imagery registration technique based on the optimization of contour features.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Object recognition based on binary partition trees.
Proceedings of the 2004 International Conference on Image Processing, 2004

Enhanced audio data hiding synchronization using non linear filters.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Matehematic morphology approach for renal biopsy analysis.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Automatic satellite image georeferencing using a contour-matching approach.
IEEE Trans. Geosci. Remote. Sens., 2003

Unified Access to Heterogeneous Audiovisual Archives.
J. Univers. Comput. Sci., 2003

The MPEG-4 Book.
J. Electronic Imaging, 2003

Unbalanced Multiple-Description Video Coding with Rate-Distortion Optimization.
EURASIP J. Adv. Signal Process., 2003

Automatic structures detection and spatial registration using multisensor satellite imagery.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Image processing for 3D imaging.
Signal Process. Image Commun., 2002

Face segmentation and tracking based on connected operators and partition projection.
Pattern Recognit., 2002

Editorial.
EURASIP J. Adv. Signal Process., 2002

Objective Evaluation Criteria for 2D-Shape Estimation Results of Moving Objects.
EURASIP J. Adv. Signal Process., 2002

Automatic feature extraction from multisensorial oceanographic imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

A contour-based approach to automatic and accurate registration of multitemporal and multisensor satellite imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Object matching based on partition information.
Proceedings of the 2002 International Conference on Image Processing, 2002

Facial feature segmentation from frontal view images.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Pixel and sub-pixel accuracy in satellite image georeferencing using an automatic contour matching approach.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
A contour-based approach to binary shape coding using a multiple grid chain code.
Signal Process. Image Commun., 2000

A Morphological Approach for Segmentation and Tracking of Human Face.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Partition-Based Image Representation as Basis for User-Assisted Segmentation.
Proceedings of the 2000 International Conference on Image Processing, 2000

A contour matching approach for accurate NOAA-AVHRR image navigation.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Region-based representations of image and video: segmentation tools for multimedia services.
IEEE Trans. Circuits Syst. Video Technol., 1999

A Proposal for Dependent Optimization in Scalable Region-Based Coding Systems.
Proceedings of the 1999 International Conference on Image Processing, 1999

Human Face Segmentation and Tracking Using Connected Operators and Partition Projection.
Proceedings of the 1999 International Conference on Image Processing, 1999

A Video Object Generation Tool Allowing Friendly User Interaction.
Proceedings of the 1999 International Conference on Image Processing, 1999

Face Location and Recognition for Video Indexing in the Hypermedia Project.
Proceedings of the Multimedia Applications, Services and Techniques, 1999

1998
Prediction of image partitions using Fourier descriptors: application to segmentation-based coding schemes.
IEEE Trans. Image Process., 1998

Tracking of Generic Objects for Video Object Generation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Segmentation-based video coding system allowing the manipulation of objects.
IEEE Trans. Circuits Syst. Video Technol., 1997

General requirements for coding oriented segmentation of video-sequences.
Ann. des Télécommunications, 1997

Segmentation of video sequences and rate control.
Ann. des Télécommunications, 1997

Allowing content-based functionalities in segmentation-based coding schemes.
Ann. des Télécommunications, 1997

Multi-grid chain coding of binary shapes.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Scalable Segmentation-Based Coding of Video Sequences Addressing Content-Based Functionalities.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Automatic registration of 3D MR images with a computerized brain atlas.
Proceedings of the Medical Imaging 1996: Image Processing, 1996

Temporal Stability in Sequence Segmentation Using the Watershed Algorithm.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

Segmentation-Based Morphological Interpolation of Partition Sequences.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

A segmentation-based coding system allowing manipulation of objects (SESAME).
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Partition coding using multi-grid chain code and motion compensation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Partition tree for a segmentation-based video coding system.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Tracking areas of interest for content-based functionalities in segmentation-based video coding.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Segmentation-based video coding: Temporal linking and rate control.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Interpolation and extrapolation of image partitions using Fourier descriptors: application to segmentation-based coding schemes.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Automatic Quantification of Spine Parameters from X-ray Images by Means of Morphological Tools.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

Recursive image sequence segmentation by hierarchical models.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Unsupervised image segmentation controlled by morphological contrast extraction.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Multiresolution image segmentation based on camporend random fields: Application to image coding.
PhD thesis, 1992

Hierarchical segmentation using compound Gauss-Markov random fields.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Coding-oriented segmentation based on Gibbs-Markov random fields and human visual system knowledge.
Proceedings of the 1991 International Conference on Acoustics, 1991


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