Jorma Laaksonen

Proceedings of the 26th International Conference on Pattern Recognition, 2022

DoodleFormer: Creative Sketch Drawing with Transformers.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Tracing Signs of Urbanity in the Finnish Fiction Film of the 1950s: Toward a Multimodal Analysis of Audiovisual Data.

[BibT_eX]

[DOI]

Proceedings of the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), 2022

When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Compact Deep Color Features for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Rao Muhammad Anwer

Fahad Shahbaz Khan

Neural Process. Lett., 2021

Exploring Multimodality, Perplexity and Explainability for Memorability Prediction.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Patch Size Selection for Analysis of Sub-Meter Resolution Hyperspectral Imagery of Forests.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

When Worlds Collide: AI-Created, Human-Mediated Video Description Services and the User Experience.

[BibT_eX]

[DOI]

Dieter Van Rijsselbergen

Sasha Lagrillière

Lauri Saarikoski

Proceedings of the HCI International 2021 - Late Breaking Papers: Cognition, Inclusion, Learning, and Culture, 2021

2020

Film Mood and Its Quantitative Determinants in Different Types of Scenes.

[BibT_eX]

[DOI]

Jussi Tarvainen

Tapio Takala

IEEE Trans. Affect. Comput., 2020

Multi-Hazard and Spatial Transferability of a CNN for Automated Building Damage Assessment.

[BibT_eX]

[DOI]

Remote. Sens., 2020

PicSOM Experiments in TRECVID 2020.

[BibT_eX]

[DOI]

Zixin Guo

Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

Using Fan-Made Content, Subtitles and Face Recognition for Character-Centric Video Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

AI4TV 2020: 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Predicting Media Memorability with Audio, Video, and Text representations.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models.

[BibT_eX]

[DOI]

Tzu-Jui Julius Wang

Selen Pehlivan

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Character-Centric Storytelling.

[BibT_eX]

[DOI]

Aditya Surikuchi

CoRR, 2019

PicSOM and EURECOM Experiments in TRECVID 2019.

[BibT_eX]

[DOI]

Héctor Laria Mantecón

Danny Francis

Benoit Huet

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

AI4TV 2019: 1st International Workshop on AI for Smart TV Content Production, Access and Delivery.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Combining Textual and Visual Modeling for Predicting Media Memorability.

[BibT_eX]

[DOI]

Héctor Laria Mantecón

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

A Multi-Task Bayesian Deep Neural Net for Detecting Life-Threatening Infant Incidents From Head Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Contextual Attention for Human-Object Interaction Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Multi-stream Convolutional Networks for Indoor Scene Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Scale coding bag of deep features for human attribute and action recognition.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2018

Image and Video Captioning with Augmented Neural Architectures.

[BibT_eX]

[DOI]

IEEE Multim., 2018

The MeMAD Submission to the WMT18 Multimodal Translation Task.

[BibT_eX]

[DOI]

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

PicSOM Experiments in TRECVID 2018.

[BibT_eX]

[DOI]

Hamed R. Tavakoli

Zhicun Xu

Héctor Laria Mantecón

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Two-Stream Part-Based Deep Representation for Human Attribute Recognition.

[BibT_eX]

[DOI]

Rao Muhammad Anwer

Fahad Shahbaz Khan

Proceedings of the 2018 International Conference on Biometrics, 2018

2017

Uni- and multimodal methods for single- and multi-label recognition.

[BibT_eX]

[DOI]

Satoru Ishikawa

Multim. Tools Appl., 2017

Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features.

[BibT_eX]

[DOI]

Ali Borji

Esa Rahtu

Neurocomputing, 2017

Can Saliency Information Benefit Image Captioning Models?

[BibT_eX]

[DOI]

Ali Borji

CoRR, 2017

Investigating Natural Image Pleasantness Recognition using Deep Features and Eye Tracking for Loosely Controlled Human-computer Interaction.

[BibT_eX]

[DOI]

Esa Rahtu

CoRR, 2017

Prominent Object Detection and Recognition: A Saliency-based Pipeline.

[BibT_eX]

[DOI]

CoRR, 2017

Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

CoRR, 2017

Top-Down Deep Appearance Attention for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

TEX-Nets: Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Computational and Perceptual Determinants of Film Mood in Different Types of Scenes.

[BibT_eX]

[DOI]

Jussi Tarvainen

Tapio Takala

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity map.

[BibT_eX]

[DOI]

Satoru Ishikawa

Juha Karhunen

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Paying Attention to Descriptions Generated by Image Captioning Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

VisualLabel: An Integrated Multimedia Content Management and Access Framework.

[BibT_eX]

[DOI]

Proceedings of the Information Modelling and Knowledge Bases XXIX, 2017

Fixation Prediction in Videos Using Unsupervised Hierarchical Features.

[BibT_eX]

[DOI]

Julius Wang

Hamed R. Tavakoli

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Saliency Revisited: Analysis of Mouse Movements Versus Fixations.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

On the Contribution of Saliency in Visual Tracking.

[BibT_eX]

[DOI]

Iman Alikhani

Esa Rahtu

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Exploiting Scene Context for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016

Frame- and Segment-Level Features and Candidate Pool Evaluation for Video Caption Generation.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Combining Holistic and Part-based Deep Representations for Computational Painting Categorization.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Preliminary Studies on Personalized Preference Prediction from Gaze in Comparing Visualizations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Towards gaze-based video annotation.

[BibT_eX]

[DOI]

Mohamed Soliman

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Comparing and combining unimodal methods for multimodal recognition.

[BibT_eX]

[DOI]

Satoru Ishikawa

Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

Bottom-Up Fixation Prediction Using Unsupervised Hierarchical Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

Compact color-texture description for texture classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Video captioning with recurrent networks based on frame- and video-level features and visual content classification.

[BibT_eX]

[DOI]

Olli Philippe Lautenbacher

CoRR, 2015

PicSOM Experiments in TRECVID 2015.

[BibT_eX]

[DOI]

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Deep Semantic Pyramids for Human Attributes and Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Towards Reliable Automatic Multimodal Content Analysis.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on Vision and Language, 2015

2014

Content-Based Prediction of Movie Style, Aesthetics, and Affect: Data Set and Baseline Experiments.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

PicSOM Experiments in TRECVID 2014.

[BibT_eX]

[DOI]

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Convolutional Network Features for Scene Recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

S-pot - a benchmark in spotting signs within continuous signing.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

SLMotion - An extensible sign language oriented video analysis tool.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Experiments on Recognising the Handshape in Blobs Extracted from Sign Language Videos.

[BibT_eX]

[DOI]

Matti Karppa

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2D Appearance Based Techniques for Tracking the Signer Configuration in Sign Language Video Recordings.

[BibT_eX]

[DOI]

Matti Karppa

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Unsupervised feature extraction for multimedia event detection and ranking using audio content.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Using semantic features to improve large-scale visual concept detection.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013

PicSOM Experiments in TRECVID 2013.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Detecting Hand-Head Occlusions in Sign Language Video.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Head Pose Estimation for Sign Language Video.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Large-scale visual concept detection with explicit kernel maps and power mean SVM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2013

Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Adaptive timeline interface to personal history data.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

2012

PicSOM Experiments in TRECVID 2012.

[BibT_eX]

[DOI]

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Comparing computer vision analysis of signed language video with motion capture recordings.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Real-time large-scale visual concept detection with linear classifiers.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

An augmented reality interface to contextual information.

[BibT_eX]

[DOI]

Virtual Real., 2011

Analysing the Structure of Semantic Concepts in Visual Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Media Map: A Multilingual Document Map with a Design Interface.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

PicSOM Experiments in TRECVID 2011.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

A Multimodal Information Collector for Content-Based Image Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Gaze- and Speech-Enhanced Content-Based Image Retrieval in Image Tagging.

[BibT_eX]

[DOI]

He Zhang

Teemu Ruokolainen

Christina Hochleitner

Rudolf Traunmüller

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Pinview: Implicit Feedback in Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

PicSOM Experiments in TRECVID 2010.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

PicSOM Experiments in ImageCLEF RobotVision.

[BibT_eX]

[DOI]

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

PicSOM Experiments in TRECVID 2009.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Informative Laplacian Projection.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Combining Local Feature Histograms of Different Granularities.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

The Effect of Motion Blur and Signal Noise on Image Quality in Low Light Imaging.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Improving Automatic Video Retrieval with Semantic Concept Detection.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Representing Images with <i>chi</i><sup>2</sup> Distance Based Histograms of SIFT Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

Image Theft Detection with Self-Organising Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

Spatial extensions to bag of visual words.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

Principal whitened gradient for information geometry.

[BibT_eX]

[DOI]

Neural Networks, 2008

Inferring semantics from textual information in multimedia retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Exploiting Temporal and Inter-concept Co-occurrence Structure to Detect High-Level Features in Broadcast Videos.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

Techniques for Image Classification, Object Detection and Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

Experiments on Selection of Codebooks for Local Image Feature Histograms.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

PicSOM Experiments in TRECVID 2008.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Classification of Fundus Images for Diagnosing Glaucoma by Self-Organizing Map and Learning Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Image Classification by Histogram Features Created with Learning Vector Quantization.

[BibT_eX]

[DOI]

Marcin Blachnik

Proceedings of the Artificial Neural Networks, 2008

2007

Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluations.

[BibT_eX]

[DOI]

Alan F. Smeaton

IEEE Trans. Multim., 2007

Detecting Man-Made Structures and Changes in Satellite Imagery With a Content-Based Information Retrieval System Built on Self-Organizing Maps.

[BibT_eX]

[DOI]

Matthieu Molinier

Tuomas Häme

IEEE Trans. Geosci. Remote. Sens., 2007

Evaluating the performance in automatic image annotation: Example case by adaptive fusion of global image features.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2007

Adaptive combination of adaptive classifiers for handwritten character recognition.

[BibT_eX]

[DOI]

Matti Aksela

Pattern Recognit. Lett., 2007

Projective Non-Negative Matrix Factorization with Applications to Facial Image Processing.

[BibT_eX]

[DOI]

Zhijian Yuan

Int. J. Pattern Recognit. Artif. Intell., 2007

Multiplicative updates for non-negative projections.

[BibT_eX]

[DOI]

Neurocomputing, 2007

Empirical Investigations on Benchmark Tasks for Automatic Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Information Systems, 9th International Conference, 2007

PicSOM Experiments in TRECVID 2007.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Regularized Neighborhood Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Video Segmentation and Shot Boundary Detection Using Self-Organizing Maps.

[BibT_eX]

[DOI]

Hannes Muurinen

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Improving the Accuracy of Global Feature Fusion Based Image Categorisation.

[BibT_eX]

[DOI]

Proceedings of the Semantic Multimedia, 2007

Rushes summarization with self-organizing maps.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Video Summarization, 2007

Approximated Geodesic Updates with Principal Natural Gradients.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Detecting changes in polarimetric SAR data with content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

When is a Discrete Diffusion a Scale-Space?

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Face Recognition Using Parzenfaces.

[BibT_eX]

[DOI]

Hugo Jair Escalante Balderas

Proceedings of the Artificial Neural Networks, 2007

Overview of the ImageCLEF 2007 Object Retrieval Task.

[BibT_eX]

[DOI]

Theo Gevers

Carlos Arturo Hernández-Gracidas

Steven C. H. Hoi

Heidy Marisol Marín-Castro

Mingjing Li

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Evaluating Performance of Automatic Image Annotation: Example Case by Fusing Global Image Features.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

How Marginal Likelihood Inference Unifies Entropy, Correlation and SNR-Based Stopping in Nonlinear Diffusion Scale-Spaces.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2007

2006

Using diversity of errors for selecting members of a committee classifier.

[BibT_eX]

[DOI]

Matti Aksela

Pattern Recognit., 2006

PicSOM Experiments in TRECVID 2006.

[BibT_eX]

[DOI]

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Use of Image Regions in Context-Adaptive Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Semantic Multimedia, 2006

A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery.

[BibT_eX]

[DOI]

Matthieu Molinier

Tuomas Häme

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Semantic Concept Detection from News Videos with Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

Techniques for Still Image Scene Classification and Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

2005

PicSOM Experiments in TRECVID 2005.

[BibT_eX]

[DOI]

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Approximated Classification in Interactive Facial Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Optimal Ratio of Lamé Moduli with Application to Motion of Jupiter Storms.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Interactive Retrieval in Facial Image Database Using Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

The 2005 PASCAL Visual Object Classes Challenge.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning Challenges, 2005

Gaussian processes of nonlinear diffusion filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

Partial Relevance in Interactive Facial Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 2005

Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Data Mining, 2005

On Adaptive Confidences for Critic-Driven Classifier Combining.

[BibT_eX]

[DOI]

Matti Aksela

Proceedings of the Pattern Recognition and Data Mining, 2005

Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Semantic Annotation of Image Groups with Self-organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004

Class distributions on SOM surfaces for feature extraction and object retrieval.

[BibT_eX]

[DOI]

Neural Networks, 2004

Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Gaussian Process Regression with Fluid Hyperpriors.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Task-Based User Evaluation of Content-Based Image Database Browsing Systems.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Use of Image Subset Features in Image Retrieval with Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003

Methods for adaptive combination of classifiers with application to recognition of handwritten characters.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2003

Using Image Segments in PicSOM CBIR System.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2003

An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM.

[BibT_eX]

[DOI]

Mika Rummukainen

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002

PicSOM-self-organizing image retrieval with MPEG-7 content descriptors.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2002

Influence of erroneous learning samples on adaptation in on-line handwriting recognition.

[BibT_eX]

[DOI]

Vuokko Vuori

Jari Kangas

Pattern Recognit., 2002

Statistical Shape Features for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Sami S. Brandt

J. Math. Imaging Vis., 2002

MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Visual Information Systems, 2002

A Comparison of Techniques for Automatic Clustering of Handwritten Characters.

[BibT_eX]

[DOI]

Vuokko Vuori

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Class-confidence critic combining.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2001

Experiments with adaptation strategies for a prototype-based recognition system for isolated handwritten characters.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2001

Self-Organizing Maps of Web Link Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organising Maps, 2001

Speeding Up On-line Recognition of Handwritten Characters by Pruning the Prototype Set.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Rejection Methods for an Adaptive Committee Classifier.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Application of Adaptive Committee Classifiers in On-Line Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 2001

2000

PicSOM - content-based image retrieval with self-organizing maps.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2000

Evaluating the Performance of Content-Based Image Retrieval Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Controlling On-Line Adaptation of a Prototype-Based Classifier for Handwritten Characters.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Content-Based Image Retrieval Using Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Visual Information and Information Systems, 1999

PicSOM: self-organizing maps for content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

Adaptive local subspace classifier in on-line recognition of handwritten characters.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

On-line Adaptation in Recognition of Handwritten Alphanumeric Characters.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Dynamically Expanding Context as Committee Adaptation Method in On-Line Recognition of Handwritten Latin Characters.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

Learning Subspace Classifiers and Error-Corrective Feature Extraction.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 1998

1997

Subspace classifiers in recognition of handwritten digits.

[BibT_eX]

[DOI]

PhD thesis, 1997

Neural and statistical classifiers-taxonomy and two case studies.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

Local Subspace Classifier.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1997

1996

Neural network and statistical perspectives of classification.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Classification with learning k-nearest neighbors.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Subspace Dimension Selection and Averaged Learning Subspace Method in Handwritten Digit Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1996

1991

A new reliability-based phoneme segmentation method for the "neural" phonetic typewriter.

[BibT_eX]

[DOI]

Proceedings of the Second European Conference on Speech Communication and Technology, 1991

1990

Variants of self-organizing maps.

[BibT_eX]

[DOI]

Jari Kangas

Teuvo Kohonen