Jorma Laaksonen

According to our database1, Jorma Laaksonen authored at least 153 papers between 1990 and 2019.

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Bibliography

2019
Deep Contextual Attention for Human-Object Interaction Detection.
CoRR, 2019

Character-Centric Storytelling.
CoRR, 2019

AI4TV 2019: 1st International Workshop on AI for Smart TV Content Production, Access and Delivery.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

A Multi-Task Bayesian Deep Neural Net for Detecting Life-Threatening Infant Incidents From Head Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Multi-stream Convolutional Networks for Indoor Scene Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
Scale coding bag of deep features for human attribute and action recognition.
Mach. Vis. Appl., 2018

Image and Video Captioning with Augmented Neural Architectures.
IEEE MultiMedia, 2018

The MeMAD Submission to the WMT18 Multimodal Translation Task.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Two-Stream Part-Based Deep Representation for Human Attribute Recognition.
Proceedings of the 2018 International Conference on Biometrics, 2018

2017
Uni- and multimodal methods for single- and multi-label recognition.
Multimedia Tools Appl., 2017

Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features.
Neurocomputing, 2017

Can Saliency Information Benefit Image Captioning Models?
CoRR, 2017

Investigating Natural Image Pleasantness Recognition using Deep Features and Eye Tracking for Loosely Controlled Human-computer Interaction.
CoRR, 2017

Prominent Object Detection and Recognition: A Saliency-based Pipeline.
CoRR, 2017

Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification.
CoRR, 2017

Top-Down Deep Appearance Attention for Action Recognition.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

TEX-Nets: Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Computational and Perceptual Determinants of Film Mood in Different Types of Scenes.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity map.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Paying Attention to Descriptions Generated by Image Captioning Models.
Proceedings of the IEEE International Conference on Computer Vision, 2017

VisualLabel: An Integrated Multimedia Content Management and Access Framework.
Proceedings of the Information Modelling and Knowledge Bases XXIX, 2017

Fixation Prediction in Videos Using Unsupervised Hierarchical Features.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Saliency Revisited: Analysis of Mouse Movements Versus Fixations.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
On the Contribution of Saliency in Visual Tracking.
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.
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.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Combining Holistic and Part-based Deep Representations for Computational Painting Categorization.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Preliminary Studies on Personalized Preference Prediction from Gaze in Comparing Visualizations.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Towards gaze-based video annotation.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Comparing and combining unimodal methods for multimodal recognition.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

Bottom-Up Fixation Prediction Using Unsupervised Hierarchical Models.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Compact color-texture description for texture classification.
Pattern Recognition Letters, 2015

Video captioning with recurrent networks based on frame- and video-level features and visual content classification.
CoRR, 2015

Deep Semantic Pyramids for Human Attributes and Action Recognition.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Towards Reliable Automatic Multimodal Content Analysis.
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.
IEEE Trans. Multimedia, 2014

Convolutional Network Features for Scene Recognition.
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.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

SLMotion - An extensible sign language oriented video analysis tool.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Experiments on Recognising the Handshape in Blobs Extracted from Sign Language Videos.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2D Appearance Based Techniques for Tracking the Signer Configuration in Sign Language Video Recordings.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Unsupervised feature extraction for multimedia event detection and ranking using audio content.
Proceedings of the IEEE International Conference on Acoustics, 2014

Using semantic features to improve large-scale visual concept detection.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
Detecting Hand-Head Occlusions in Sign Language Video.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Head Pose Estimation for Sign Language Video.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Large-scale visual concept detection with explicit kernel maps and power mean SVM.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Adaptive timeline interface to personal history data.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

2012
Comparing computer vision analysis of signed language video with motion capture recordings.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Real-time large-scale visual concept detection with linear classifiers.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
An augmented reality interface to contextual information.
Virtual Reality, 2011

Analysing the Structure of Semantic Concepts in Visual Databases.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Media Map: A Multilingual Document Map with a Design Interface.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features.
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

A Multimodal Information Collector for Content-Based Image Retrieval System.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Gaze- and Speech-Enhanced Content-Based Image Retrieval in Image Tagging.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
Pinview: Implicit Feedback in Content-Based Image Retrieval.
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

PicSOM Experiments in TRECVID 2010.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

PicSOM Experiments in ImageCLEF RobotVision.
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.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Informative Laplacian Projection.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Combining Local Feature Histograms of Different Granularities.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

The Effect of Motion Blur and Signal Noise on Image Quality in Low Light Imaging.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Improving Automatic Video Retrieval with Semantic Concept Detection.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Representing Images with chi2 Distance Based Histograms of SIFT Descriptors.
Proceedings of the Artificial Neural Networks, 2009

Image Theft Detection with Self-Organising Maps.
Proceedings of the Artificial Neural Networks, 2009

Spatial extensions to bag of visual words.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Principal whitened gradient for information geometry.
Neural Networks, 2008

Inferring semantics from textual information in multimedia retrieval.
Neurocomputing, 2008

Exploiting Temporal and Inter-concept Co-occurrence Structure to Detect High-Level Features in Broadcast Videos.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

Techniques for Image Classification, Object Detection and Object Segmentation.
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

Experiments on Selection of Codebooks for Local Image Feature Histograms.
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

PicSOM Experiments in TRECVID 2008.
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.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Image Classification by Histogram Features Created with Learning Vector Quantization.
Proceedings of the Artificial Neural Networks, 2008

2007
Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluations.
IEEE Trans. Multimedia, 2007

Detecting Man-Made Structures and Changes in Satellite Imagery With a Content-Based Information Retrieval System Built on Self-Organizing Maps.
IEEE Trans. Geoscience and Remote Sensing, 2007

Evaluating the performance in automatic image annotation: Example case by adaptive fusion of global image features.
Sig. Proc.: Image Comm., 2007

Adaptive combination of adaptive classifiers for handwritten character recognition.
Pattern Recognition Letters, 2007

Projective Non-Negative Matrix Factorization with Applications to Facial Image Processing.
IJPRAI, 2007

Multiplicative updates for non-negative projections.
Neurocomputing, 2007

Empirical Investigations on Benchmark Tasks for Automatic Image Annotation.
Proceedings of the Advances in Visual Information Systems, 9th International Conference, 2007

PicSOM Experiments in TRECVID 2007.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Regularized Neighborhood Component Analysis.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Video Segmentation and Shot Boundary Detection Using Self-Organizing Maps.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Improving the Accuracy of Global Feature Fusion Based Image Categorisation.
Proceedings of the Semantic Multimedia, 2007

Rushes summarization with self-organizing maps.
Proceedings of the 1st ACM Workshop on Video Summarization, 2007

Approximated Geodesic Updates with Principal Natural Gradients.
Proceedings of the International Joint Conference on Neural Networks, 2007

Detecting changes in polarimetric SAR data with content-based image retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

When is a Discrete Diffusion a Scale-Space?
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Face Recognition Using Parzenfaces.
Proceedings of the Artificial Neural Networks, 2007

Overview of the ImageCLEF 2007 Object Retrieval Task.
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.
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.
Proceedings of the Computer Vision, 2007

2006
Using diversity of errors for selecting members of a committee classifier.
Pattern Recognition, 2006

Use of Image Regions in Context-Adaptive Image Classification.
Proceedings of the Semantic Multimedia, 2006

A Self-Organizing Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Semantic Concept Detection from News Videos with Self-Organizing Maps.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction.
Proceedings of the Artificial Neural Networks, 2006

Techniques for Still Image Scene Classification and Object Detection.
Proceedings of the Artificial Neural Networks, 2006

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors.
Proceedings of the Artificial Neural Networks, 2006

2005
Approximated Classification in Interactive Facial Image Retrieval.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Optimal Ratio of Lamé Moduli with Application to Motion of Jupiter Storms.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Interactive Retrieval in Facial Image Database Using Self-Organizing Maps.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005


Partial Relevance in Interactive Facial Image Retrieval.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression.
Proceedings of the Pattern Recognition and Data Mining, 2005

On Adaptive Confidences for Critic-Driven Classifier Combining.
Proceedings of the Pattern Recognition and Data Mining, 2005

Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities.
Proceedings of the Machine Learning: ECML 2005, 2005

Semantic Annotation of Image Groups with Self-organizing Maps.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004
Class distributions on SOM surfaces for feature extraction and object retrieval.
Neural Networks, 2004

Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Gaussian Process Regression with Fluid Hyperpriors.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Task-Based User Evaluation of Content-Based Image Database Browsing Systems.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Use of Image Subset Features in Image Retrieval with Self-Organizing Maps.
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.
IJDAR, 2003

Using Image Segments in PicSOM CBIR System.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval.
Proceedings of the Pattern Recognition in Information Systems, 2003

An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
PicSOM-self-organizing image retrieval with MPEG-7 content descriptors.
IEEE Trans. Neural Networks, 2002

Influence of erroneous learning samples on adaptation in on-line handwriting recognition.
Pattern Recognition, 2002

Statistical Shape Features for Content-Based Image Retrieval.
Journal of Mathematical Imaging and Vision, 2002

MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System.
Proceedings of the Recent Advances in Visual Information Systems, 2002

A Comparison of Techniques for Automatic Clustering of Handwritten Characters.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Class-confidence critic combining.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps.
Proceedings of the Artificial Neural Networks, 2002

2001
Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval.
Pattern Anal. Appl., 2001

Experiments with adaptation strategies for a prototype-based recognition system for isolated handwritten characters.
IJDAR, 2001

Self-Organizing Maps of Web Link Information.
Proceedings of the Advances in Self-Organising Maps, 2001

Speeding Up On-line Recognition of Handwritten Characters by Pruning the Prototype Set.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Rejection Methods for an Adaptive Committee Classifier.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Application of Adaptive Committee Classifiers in On-Line Character Recognition.
Proceedings of the Advances in Pattern Recognition, 2001

2000
PicSOM - content-based image retrieval with self-organizing maps.
Pattern Recognition Letters, 2000

Evaluating the Performance of Content-Based Image Retrieval Systems.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Controlling On-Line Adaptation of a Prototype-Based Classifier for Handwritten Characters.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Content-Based Image Retrieval Using Self-Organizing Maps.
Proceedings of the Visual Information and Information Systems, 1999

PicSOM: self-organizing maps for content-based image retrieval.
Proceedings of the International Joint Conference Neural Networks, 1999

Adaptive local subspace classifier in on-line recognition of handwritten characters.
Proceedings of the International Joint Conference Neural Networks, 1999

On-line Adaptation in Recognition of Handwritten Alphanumeric Characters.
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.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
Learning Subspace Classifiers and Error-Corrective Feature Extraction.
IJPRAI, 1998

1997
Neural and statistical classifiers-taxonomy and two case studies.
IEEE Trans. Neural Networks, 1997

Local Subspace Classifier.
Proceedings of the Artificial Neural Networks, 1997

1996
Neural network and statistical perspectives of classification.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Classification with learning k-nearest neighbors.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Subspace Dimension Selection and Averaged Learning Subspace Method in Handwritten Digit Classification.
Proceedings of the Artificial Neural Networks, 1996

1991
A new reliability-based phoneme segmentation method for the "neural" phonetic typewriter.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

1990
Variants of self-organizing maps.
IEEE Trans. Neural Networks, 1990


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