Michael S. Lew

Int. J. Multim. Inf. Retr., 2021

Editorial for the ICMR 2020 special issue.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2021

Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks.

[BibT_eX]

[DOI]

CoRR, 2021

PREPRINT: Comparison of deep learning and hand crafted features for mining simulation data.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Image Retrieval: A Survey.

[BibT_eX]

[DOI]

CoRR, 2021

From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A Language Prior Based Focal Loss for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Lifelong Person Re-Identification via Adaptive Knowledge Accumulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Special issue on deep learning in image and video retrieval.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

State of the journal.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2020

Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification.

[BibT_eX]

[DOI]

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

Comparison of deep learning and hand crafted features for mining simulation data.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Norm Loss: An efficient yet effective regularization method for deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

On the Exploration of Incremental Learning for Fine-grained Image Retrieval.

[BibT_eX]

[DOI]

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

2019

SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

CycleMatch: A cycle-consistent embedding network for image-text matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Learning a Domain-Invariant Embedding for Unsupervised Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Domain Uncertainty Based On Information Theory for Cross-Modal Hash Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Comparison of CNN and Classic Features for Image Retrieval.

[BibT_eX]

[DOI]

Umut Özaydin

Theodoros Georgiou

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Bag of Surrogate Parts Feature for Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Learning visual and textual representations for multimodal matching and classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Fusion that matters: convolutional fusion networks for visual recognition.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

CNN-RNN: a large-scale hierarchical image classification framework.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Editorial for the ICMR 2017 special issue.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2018

A review of semantic segmentation using deep neural networks.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2018

Learning Fluid Flows.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

An Extensive Study of Cycle-Consistent Generative Networks for Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Dual Prediction Network for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

2017

A comprehensive evaluation of local detectors and descriptors.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2017

Deep binary codes for large scale image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2017

ACM International Conference on Multimedia Retrieval (ICMR): current standing and impact.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2017

What Convnets Make for Image Captioning?

[BibT_eX]

[DOI]

Yanming Guo

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

On the Exploration of Convolutional Fusion Networks for Visual Recognition.

[BibT_eX]

[DOI]

Yanming Guo

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Improving the discrimination between foreground and background for semantic segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Learning a Recurrent Residual Fusion Network for Multimodal Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Deep learning for visual understanding: A review.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Top multimedia information retrieval papers.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2016

Special issue on visual information retrieval.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2016

Comparison of Information Loss Architectures in CNNs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Image Correspondences Matching Using Multiple Features Fusion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Making Sense of Illustrated Handwritten Archives.

[BibT_eX]

[DOI]

Eulalia Gasso Miracle

H. Jaap van den Herik

Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

Learning Relaxed Deep Supervision for Better Edge Detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Bag of Surrogate Parts: one inherent feature of deep CNNs.

[BibT_eX]

[DOI]

Yanming Guo

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Special issue on video retrieval.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2015

Special issue on concept detection with big data.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2015

Convolutional Neural Networks Features: Principal Pyramidal Convolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

DeepIndex for Accurate and Efficient Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

2014

ACM ICMR 2014 best papers in image retrieval.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2014

Multimedia information retrieval: best papers and expanding frontiers.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2014

A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

RIFF: Retina-inspired Invariant Fast Feature Descriptor.

[BibT_eX]

[DOI]

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

3D Image Browsing: The Planets.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

Salient features for visual word based image copy detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

2013

International ranking of the ACM International Conference on Multimedia Retrieval (ICMR).

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2013

Best papers in multimedia information retrieval.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2013

Very large scale nearest neighbor search: ideas, strategies and challenges.

[BibT_eX]

[DOI]

Erik R. Gast

Int. J. Multim. Inf. Retr., 2013

Special issue on visual concept detection in the MIRFLICKR/ImageCLEF benchmark.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2013

Evaluation of salient point methods.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

An evaluation of content-based duplicate image detection methods for web search.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

2012

Interactive search in image retrieval: a survey.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2012

Cost-sensitive learning in social image tagging: review, new ideas and evaluation.

[BibT_eX]

[DOI]

Zhenyang Li

Int. J. Multim. Inf. Retr., 2012

Multimedia information retrieval in the twenty-first century.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2012

The Leiden Augmented Reality System (LARS).

[BibT_eX]

[DOI]

Qi Zhang

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

Across Browsers SVG Implementation

[BibT_eX]

[DOI]

CoRR, 2011

Binary and nonbinary description of hypointensity in human brain MR images

[BibT_eX]

[DOI]

Xiaojing Chen

CoRR, 2011

A Framework for Real-Time Face and Facial Feature Tracking using Optical Flow Pre-estimation and Template Tracking

[BibT_eX]

[DOI]

Erik R. Gast

CoRR, 2011

Analysis of Using Browser-native Technology to Build Rich Internet Applications for Image Manipulation

[BibT_eX]

[DOI]

Thomas Steenbergen

CoRR, 2011

Dynamic Feature Description in Human Action Recognition

[BibT_eX]

[DOI]

Ruoyun Gao

Ling Shao

CoRR, 2011

RetrievalLab: a programming tool for content based retrieval.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

2010

TOP-SURF: a visual words toolkit.

[BibT_eX]

[DOI]

Erwin M. Bakker

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Minimum explanation complexity for MOD based visual concept detection.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

New trends and ideas in visual concept detection: the MIR flickr retrieval evaluation initiative.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

2009

Deep exploration for experiential image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

2008

Similarity Matching in Computer Vision and Multimedia.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2008

Large scale image copy detection evaluation.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Interest points based on maximization of distinctiveness.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

The MIR flickr retrieval evaluation.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Using an artificial imagination for texture retrieval.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Performance evaluation of relevance feedback methods.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007

Authentic facial expression analysis.

[BibT_eX]

[DOI]

Image Vis. Comput., 2007

The age of human computer interaction.

[BibT_eX]

[DOI]

Image Vis. Comput., 2007

Visual Information Retrieval - Future Directions and Grand Challenges.

[BibT_eX]

[DOI]

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

An Artificial Imagination for Interactive Search.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction, 2007

Human-Computer Intelligent Interaction: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction, 2007

Visual information retrieval using synthesized imagery.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Real-time object tracking with relevance feedback.

[BibT_eX]

[DOI]

Joachim T. Rijsdam

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

Content-based multimedia information retrieval: State of the art and challenges.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2006

Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval.

[BibT_eX]

[DOI]

Arif Ghafoor

Zhongfei (Mark) Zhang

Zhi-Hua Zhou

Multim. Syst., 2006

2005

Systems and architectures for multimedia information retrieval.

[BibT_eX]

[DOI]

Chabane Djeraba

Multim. Syst., 2005

Relevance Feedback Methods in Content Based Retrieval and Video Summarization.

[BibT_eX]

[DOI]

Micha Haas

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004

Towards authentic emotion recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2004

Offense based temporal segmentation for event detection in soccer video.

[BibT_eX]

[DOI]

Lei Wang

Guangyou Xu

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Relevance feedback: perceptual learning and retrieval in bio-computing, photos, and video.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Authentic Emotion Detection in Real-Time Video.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision in Human-Computer Interaction, 2004

The State-of-the-Art in Human-Computer Interaction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision in Human-Computer Interaction, 2004

2003

Robust Computer Vision - Theory and Applications

[BibT_eX]

[DOI]

Computational Imaging and Vision 26, Springer, ISBN: 978-94-017-0295-9, 2003

Comparing salient point detectors.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Evaluation of salient point techniques.

[BibT_eX]

[DOI]

Image Vis. Comput., 2003

Video retrieval and summarization.

[BibT_eX]

[DOI]

Arnold W. M. Smeulders

Comput. Vis. Image Underst., 2003

The State of the Art in Image and Video Retrieval.

[BibT_eX]

[DOI]

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

Evaluation of Expression Recognition Techniques.

[BibT_eX]

[DOI]

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

2002

Detecting Automobiles and People for Semantic Video Retrieval.

[BibT_eX]

[DOI]

Rene Visser

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

Emotion Recognition Using a Cauchy Naive Bayes Classifier.

[BibT_eX]

[DOI]

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

An overcomplete discrete wavelet transform for video compression.

[BibT_eX]

[DOI]

Claudiu Lamba

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Facial expression recognition from video sequences.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Robust Shape Matching.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, International Conference, 2002

Challenges of Image and Video Retrieval.

[BibT_eX]

[DOI]

John P. Eakins

Proceedings of the Image and Video Retrieval, International Conference, 2002

AtomsNet: Multimedia Peer2Peer File Sharing.

[BibT_eX]

[DOI]

Willem de Bruijn

Proceedings of the Image and Video Retrieval, International Conference, 2002

Semantic Video Retrieval Using Audio Analysis.

[BibT_eX]

[DOI]

Erwin M. Bakker

Proceedings of the Image and Video Retrieval, International Conference, 2002

2001

Texture Features for Content-Based Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Principles of Visual Information Retrieval, 2001

Video Indexing and Understanding.

[BibT_eX]

[DOI]

Paul C. Gardner

Proceedings of the Principles of Visual Information Retrieval, 2001

Visual Information Retrieval: Paradigms, Applications, and Research Issues.

[BibT_eX]

[DOI]

Proceedings of the Principles of Visual Information Retrieval, 2001

Feature Selection and Visual Learning.

[BibT_eX]

[DOI]

Proceedings of the Principles of Visual Information Retrieval, 2001

Color-based retrieval.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2001

Image retrieval using wavelet-based salient points.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2001

Fisher keys for content based retrieval.

[BibT_eX]

[DOI]

Image Vis. Comput., 2001

Content-based image retrieval using wavelet-based salient points.

[BibT_eX]

[DOI]

Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Salient Points for Content-Based Retrieval.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2001, 2001

2000

The Distributed ASCI Supercomputer Project.

[BibT_eX]

[DOI]

Stan J. A. van Gisbergen

Arjan J. C. van Gemund

Peter M. W. Knijnenburg

ACM SIGOPS Oper. Syst. Rev., 2000

Toward Improved Ranking Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2000

Next-Generation Web Searches for Visual Content.

[BibT_eX]

[DOI]

Computer, 2000

A Ground-Truth Training Set for Hierarchical Clustering in Content-Based Image Retrieval.

[BibT_eX]

[DOI]

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

Performance Evaluation of a Java Based Chat System.

[BibT_eX]

[DOI]

Fabian Breg

Harry A. G. Wijshoff

Proceedings of the High Performance Computing, Third International Symposium, 2000

Wavelet Based Texture Classification.

[BibT_eX]

[DOI]

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

Maximum Likelihood Stereo Matching.

[BibT_eX]

[DOI]

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

Color Based Retrieval and Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Improving Visual Matching.

[BibT_eX]

[DOI]

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Visual Websearching Using Iconic Queries.

[BibT_eX]

[DOI]

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

Adapting <i>k-d</i> Trees to Visual Retrieval.

[BibT_eX]

[DOI]

Rinie Egas

Proceedings of the Visual Information and Information Systems, 1999

Visual Learning of Simple Semantics in ImageScape.

[BibT_eX]

[DOI]

Jean Marie Buijs

Proceedings of the Visual Information and Information Systems, 1999

Multi-scale sub-image search.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Robust color indexing.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Learning visual concepts.

[BibT_eX]

[DOI]

Jean Marie Buijs

Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

IRUS: Image Retrieval Using Shape.

[BibT_eX]

[DOI]

Meirav Adoram

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Optimal Multi-Scale Matching.

[BibT_eX]

[DOI]

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Content Based Image Retrieval: Optimal Keys, Texture, Projections, or Templates.

[BibT_eX]

[DOI]

Proceedings of the Image Databases and Multi-Media Search, 1998

2D Pixel Trigrams for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

S. Poles

Proceedings of the Image Databases and Multi-Media Search, 1998

Shot Break Detection and Camera Motion Classification in Digital Video.

[BibT_eX]

[DOI]

Micha Haas

Proceedings of the Image Databases and Multi-Media Search, 1998

Which ranking metric is optimal? With applications in image retrieval and stereo matching.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Decimation of visible surfaces.

[BibT_eX]

[DOI]

Michel van Klink

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Optimal Keys for Image Database Indexing.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Convergence of Model Based Shape from Shading.

[BibT_eX]

[DOI]

Michel R. V. Chaudron

Nies Huijsmans

Alfred C. She

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Quality Measures for Interactive Image Retrieval with a Performance Evaluation of Two 3x3 Texel-based Methods.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996

Information theory and face detection.

[BibT_eX]

[DOI]

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

Efficient content-based image retrieval in digital picture collections using projections: (near)-copy location.

[BibT_eX]

[DOI]

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

Information Theoretic View-Based and Modular Face Detection.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Face detection using local maxima.

[BibT_eX]

[DOI]

Roel Hoogenboom

Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

1995

Intermediate Views for Face Recognition.

[BibT_eX]

[DOI]

Alfred C. She

Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994

Learning and Feature Selection in Stereo Matching.

[BibT_eX]

[DOI]

Kam Wong

IEEE Trans. Pattern Anal. Mach. Intell., 1994

Image Compression and Matching.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1992

Multiscale stereo matching.

[BibT_eX]

[DOI]

Kam Wong