Ioannis Pratikakis

Orcid: 0000-0002-4124-3688

Affiliations:
  • Democritus University of Thrace, Greece


According to our database1, Ioannis Pratikakis authored at least 145 papers between 1996 and 2023.

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Bibliography

2023
SHREC 2023: Point cloud change detection for city scenes.
Comput. Graph., October, 2023

A Survey on Map-Based Localization Techniques for Autonomous Vehicles.
IEEE Trans. Intell. Veh., February, 2023

Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach.
IEEE Trans. Inf. Forensics Secur., 2023

Improving Skeleton-Based Action Recognition Using Part-Aware Graphs in a Multi-Stream Fusion Context.
IEEE Access, 2023

Point Contrastive learning for LiDAR-based 3D object detection in autonomous driving.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

A study on high definition maps' standards and specifications for autonomous vehicles.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022
Improving performance of deep learning models for 3D point cloud semantic segmentation via attention mechanisms.
Comput. Graph., 2022

A cooperative LiDAR-camera scheme for extrinsic calibration.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2021
Word Spotting as a Service: An Unsupervised and Segmentation-Free Framework for Handwritten Documents.
J. Imaging, 2021

HTR for Greek Historical Handwritten Documents.
J. Imaging, 2021

Integrating segmentation information into CNN for breast cancer diagnosis of mammographic masses.
Comput. Methods Programs Biomed., 2021

A comprehensive survey of LIDAR-based 3D object detection methods with deep learning for autonomous driving.
Comput. Graph., 2021

Word Spotting as a Service for Handwritten Documents.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2020
Foreword to the special section on 3D Object Retrieval 2020 workshop (3DOR2020).
Comput. Graph., 2020

Foreword to the special section on 3D object retrieval 2019.
Comput. Graph., 2020

A Convolutional Recurrent Neural Network for the Handwritten Text Recognition of Historical Greek Manuscripts.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020


2019
Unsupervised human action retrieval using salient points in 3D mesh sequences.
Multim. Tools Appl., 2019

Deep Learning for Breast Cancer Diagnosis from Mammograms - A Comparative Study.
J. Imaging, 2019

Transforming scholarship in the archives through handwritten text recognition.
J. Documentation, 2019

Effective Descriptors for Human Action Retrieval from 3D Mesh Sequences.
Int. J. Image Graph., 2019

ICDAR 2019 Competition on Document Image Binarization (DIBCO 2019).
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018
RETRIEVAL - An Online Performance Evaluation Tool for Information Retrieval Methods.
IEEE Trans. Multim., 2018

Predictive digitisation of cultural heritage objects.
Multim. Tools Appl., 2018

Action unit detection in 3D facial videos with application in facial expression retrieval and recognition.
Multim. Tools Appl., 2018

Spatially sensitive statistical shape analysis for pedestrian recognition from LIDAR data.
Comput. Vis. Image Underst., 2018

Ensemble of PANORAMA-based convolutional neural networks for 3D model classification and retrieval.
Comput. Graph., 2018

Foreword to the Special Section on Eurographics Workshop on 3D Object Retrieval 2017.
Comput. Graph., 2018

ICFHR 2018 Competition on Handwritten Document Image Binarization (H-DIBCO 2018).
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

2017
Unsupervised Word Spotting in Historical Handwritten Document Images Using Document-Oriented Local Features.
IEEE Trans. Image Process., 2017

Computer-aided diagnosis of mammographic masses based on a supervised content-based image retrieval approach.
Pattern Recognit., 2017

Unsupervised Spectral Mesh Segmentation Driven by Heterogeneous Graphs.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

On the retrieval of 3D mesh sequences of human actions.
Multim. Tools Appl., 2017

Part-based 3D object retrieval via multi-label optimization.
Comput. Vis. Image Underst., 2017

Bio-Inspired Modeling for the Enhancement of Historical Handwritten Documents.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Competition on Document Image Binarization (DIBCO 2017).
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Exploiting the PANORAMA Representation for Convolutional Neural Network Classification and Retrieval.
Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

2016
A spatio-temporal wavelet-based descriptor for dynamic 3D facial expression retrieval and recognition.
Vis. Comput., 2016

A robust spatio-temporal scheme for dynamic 3D facial expression retrieval.
Vis. Comput., 2016

Fisher encoding of differential fast point feature histograms for partial 3D object retrieval.
Pattern Recognit., 2016

An effective methodology for dynamic 3D facial expression retrieval.
Pattern Recognit., 2016

Partial matching of 3D cultural heritage objects using panoramic views.
Multim. Tools Appl., 2016

ICFHR2016 Handwritten Keyword Spotting Competition (H-KWS 2016).
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

ICFHR2016 Handwritten Document Image Binarization Contest (H-DIBCO 2016).
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Applying conformal geometry for creating a 3D model spatial-consistent texture map.
Proceedings of the Digital Media Industry & Academic Forum, 2016


2015
An overview of partial 3D object retrieval methodologies.
Multim. Tools Appl., 2015

Erratum to: A survey on facial expression recognition in 3D video sequences.
Multim. Tools Appl., 2015

A survey on facial expression recognition in 3D video sequences.
Multim. Tools Appl., 2015

A comprehensive overview of methodologies and performance evaluation frameworks in 3D mesh segmentation.
Comput. Vis. Image Underst., 2015

A Framework for Efficient Transcription of Historical Documents Using Keyword Spotting.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Partial 3D Object Retrieval combining Local Shape Descriptors with Global Fisher Vectors.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

RETRIEVAL 3D: An On-line Content-Based Retrieval Performance Evaluation Tool.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

A Spatio-Temporal Descriptor for Dynamic 3D Facial Expression Retrieval and Recognition.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014
Pose normalization of 3D models via reflective symmetry on panoramic views.
Vis. Comput., 2014

A combined approach for the binarization of handwritten document images.
Pattern Recognit. Lett., 2014

Distinction between handwritten and machine-printed text based on the bag of visual words model.
Pattern Recognit., 2014

Text Detection on Natural Images Using Mnemonic Cellular Automata.
J. Cell. Autom., 2014

Segmentation-Based Historical Handwritten Word Spotting Using Document-Specific Local Features.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

ICFHR 2014 Competition on Handwritten Keyword Spotting (H-KWS 2014).
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

ICFHR2014 Competition on Handwritten Document Image Binarization (H-DIBCO 2014).
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

SVM-based CBIR of breast masses on mammograms.
Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014

Fisher Encoding of Adaptive Fast Persistent Feature Histograms for Partial Retrieval of 3D Pottery Objects.
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

GeoTopo: Dynamic 3D Facial Expression Retrieval Using Topological and Geometric Information.
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

Querying 3D Mesh Sequences for Human Action Retrieval.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
3D object retrieval via range image queries in a bag-of-visual-words context.
Vis. Comput., 2013

Performance Evaluation Methodology for Historical Document Image Binarization.
IEEE Trans. Image Process., 2013

Bag of spatio-visual words for context inference in scene classification.
Pattern Recognit., 2013

Detection of artificial and scene text in images and video frames.
Pattern Anal. Appl., 2013

3D Object Partial Matching Using Panoramic Views.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Text Detection in Natural Images Using Bio-inspired Models.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Document Image Binarization Contest (DIBCO 2013).
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

SymPan: 3D Model Pose Normalization via Panoramic Views and Reflective Symmetry.
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012
Non-rigid 3D object retrieval using topological information guided by conformal factors.
Vis. Comput., 2012

Handwritten and Machine Printed Text Separation in Document Images Using the Bag of Visual Words Paradigm.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

ICFHR 2012 Competition on Handwritten Document Image Binarization (H-DIBCO 2012).
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Scene Text Detection on Images Using Cellular Automata.
Proceedings of the Cellular Automata, 2012

3D mesh video retrieval: A survey.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

3D Object Retrieval via Range Image Queries based on SIFT descriptors on Panoramic Views.
Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012

2011
Preface to special issue on 3DOR 2010.
Vis. Comput., 2011

Goal-Oriented Rectification of Camera-Based Document Images.
IEEE Trans. Image Process., 2011

A word spotting framework for historical machine-printed documents.
Int. J. Document Anal. Recognit., 2011

DIBCO 2009: document image binarization contest.
Int. J. Document Anal. Recognit., 2011

ROSy+: 3D Object Pose Normalization Based on PCA and Reflective Object Symmetry with Application in 3D Object Retrieval.
Int. J. Comput. Vis., 2011

Eurographics 2011 Workshop on 3D Object Retrieval (EG 3DOR'2011) <i>in Cooperation with ACM SIGGRAPH</i> : Lluandudno, UK, April 10, 2011.
Comput. Graph. Forum, 2011

ICDAR 2011 Document Image Binarization Contest (DIBCO 2011).
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Binarization of Textual Content in Video Frames.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Semantics Extraction from Images.
Proceedings of the Knowledge-Driven Multimedia Information Extraction and Ontology Evolution, 2011

ConTopo: Non-Rigid 3D Object Retrieval using Topological Information guided by Conformal Factors.
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

2010
Preface.
Vis. Comput., 2010

Protrusion-oriented 3D mesh segmentation.
Vis. Comput., 2010

3D articulated object retrieval using a graph-based representation.
Vis. Comput., 2010

A two-stage scheme for text detection in video images.
Image Vis. Comput., 2010

IJCV Special Issue on 3D Object Retrieval - Foreword by the Guest Editors.
Int. J. Comput. Vis., 2010

PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval.
Int. J. Comput. Vis., 2010

<i>Eurographics 2009 Workshop on 3D Object Retrieval (EG 3DOR'09) in Cooperation with ACM SIGGRAPH</i>Munich, GermanyMarch 29, 2009.
Comput. Graph. Forum, 2010

H-DIBCO 2010 - Handwritten Document Image Binarization Competition.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
Text line and word segmentation of handwritten documents.
Pattern Recognit., 2009

Scale Selection for Compact Scale-Space Representation of Vector-Valued Images.
Int. J. Comput. Vis., 2009

A Methodology for Document Image Dewarping Techniques Performance Evaluation.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Modified Adaptive Logical Level Binarization Technique for Historical Document Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Segmentation-free Word Spotting in Historical Printed Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

ICDAR 2009 Document Image Binarization Contest (DIBCO 2009).
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Accessing the content of Greek historical documents.
Proceedings of the Third Workshop on Analytics for Noisy Unstructured Text Data, 2009

Retrieval of 3D Articulated Objects Using a Graph-based Representation.
Proceedings of the 2nd Eurographics Workshop on 3D Object Retrieval, 2009

2008
Text line detection in handwritten documents.
Pattern Recognit., 2008

SHREC'08 entry: 2D/3D hybrid.
Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008

Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

CIL3D: a content-based 3D model search engine.
Proceedings of the Third International Conference on Digital Interactive Media in Entertainment and Arts, 2008

A Two-Step Dewarping of Camera Document Images.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

An Objective Evaluation Methodology for Document Image Binarization Techniques.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Efficient Binarization of Historical and Degraded Document Images.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

A Hybrid System for Text Detection in Video Frames.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

3D Object Retrieval using an Efficient and Compact Hybrid Shape Descriptor .
Proceedings of the 1st Eurographics Workshop on 3D Object Retrieval, 2008

2007
Efficient 3D shape matching and retrieval using a concrete radialized spherical projection representation.
Pattern Recognit., 2007

An old greek handwritten OCR system based on an efficient segmentation-free approach.
Int. J. Document Anal. Recognit., 2007

Keyword-guided word spotting in historical printed documents using synthetic data and user feedback.
Int. J. Document Anal. Recognit., 2007

e-Medi: A Web-based e-Training Platform for Breast Imaging.
Proceedings of the WEBIST 2007, 2007

Multiresolution text detection in video frames.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Segmentation Based Recovery of Arbitrarily Warped Document Images.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Adaptive degraded document image binarization.
Pattern Recognit., 2006

An efficient segmentation-free approach to assist old Greek handwritten manuscript OCR.
Pattern Anal. Appl., 2006

IIT / NCSR "Demokritos" at TRECVID 2006: Shot Boundary Detection.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

A Holistic Methodology for Keyword Search in Historical Typewritten Documents.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Knowledge Acquisition from Multimedia Content using an Evolution Framework.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Nonlinear Multiscale Graph Theory based Segmentation of Color Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Hybrid Off-Line Cursive Handwriting Word Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Multiscale Graph Theory Based Color Segmentation.
Proceedings of the International Conference on Image Processing, 2006

2005
Watershed-Driven Region-Based Image Retrieval.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

An Old Greek Handwritten OCR System.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A Segmentation-free Approach for Keyword Search in Historical Typewritten Documents.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Automatic Table Detection in Document Images.
Proceedings of the Pattern Recognition and Data Mining, 2005

2004
Locating Text in Historical Collection Manuscripts.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Unsupervised Region-Based Image Retrieval.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

An Adaptive Binarization Technique for Low Quality Historical Documents.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
Multiscale gradient watersheds of color images.
IEEE Trans. Image Process., 2003

Robust Multiscale Deformable Registration of 3D Ultrasound Images.
Int. J. Image Graph., 2003

2001
Hierarchical Segmentation Using Dynamics of Multiscale Color Gradient Watersheds.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

Robust Multi-scale Non-rigid Registration of 3D Ultrasound Images.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

2000
Using Landmarks to Establish a Point-to-Point Correspondence between Signatures.
Pattern Anal. Appl., 2000

Automatic Watershed Segmentation of Color Images.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

1999
Low level image partitioning guided by the gradient watershed hierarchy.
Signal Process., 1999

1996
Hierarchical contour matching in medical images.
Image Vis. Comput., 1996

Watershed Analysis and Relaxation Labelling: A cooperative approach for the interpretation of Cranial-MR images using a Statistical Digital Atlas.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996


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