Michael S. Lew

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 71

Top Venues

Int. J. Multim. Inf. Retr.

CoRR

ACM Multimedia

IEEE Trans. Multim.

Publications

Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Nicu Sebe, Michael S. Lew
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation. ACM Multimedia (2023)
Wei Chen, Haoyang Xu, Nan Pu, Yu Liu, Mingrui Lao, Weiping Wang, Li Liu, Michael S. Lew
Lifelong Fine-Grained Image Retrieval. IEEE Trans. Multim. 25 (2023)
Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew
A Memorizing and Generalizing Framework for Lifelong Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Mingrui Lao, Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew
FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes. ACM Multimedia (2023)
Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker, Michael S. Lew
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering. AAAI (2023)
Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Theodoros Georgiou, Paul W. Fieguth, Li Liu, Michael S. Lew
Deep Learning for Instance Retrieval: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Kai He, Nan Pu, Mingrui Lao, Michael S. Lew
Few-shot and meta-learning methods for image understanding: a survey. Int. J. Multim. Inf. Retr. 12 (2) (2023)
Kai He, Nan Pu, Mingrui Lao, Erwin M. Bakker, Michael S. Lew
Dual selective knowledge transfer for few-shot classification. Appl. Intell. 53 (22) (2023)
Wei Chen, Yu Liu, Nan Pu, Weiping Wang, Li Liu, Michael S. Lew
Feature Estimations Based Correlation Distillation for Incremental Image Retrieval. IEEE Trans. Multim. 24 (2022)
Nan Pu, Yu Liu, Wei Chen, Erwin M. Bakker, Michael S. Lew
Meta Reconciliation Normalization for Lifelong Person Re-Identification. ACM Multimedia (2022)
Mingrui Lao, Yanming Guo, Wei Chen, Nan Pu, Michael S. Lew
VQA-BC: Robust Visual Question Answering Via Bidirectional Chaining. ICASSP (2022)
Michael S. Lew
Editorial: web of science and scopus impact in IJMIR. Int. J. Multim. Inf. Retr. 10 (3) (2021)
Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval. CoRR (2021)
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael S. Lew
PREPRINT: Comparison of deep learning and hand crafted features for mining simulation data. CoRR (2021)
Michael S. Lew
Editorial for the ICMR 2020 special issue. Int. J. Multim. Inf. Retr. 10 (2) (2021)
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation. CVPR (2021)
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael S. Lew
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks. CoRR (2021)
Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Theodoros Georgiou, Paul W. Fieguth, Li Liu, Michael S. Lew
Deep Image Retrieval: A Survey. CoRR (2021)
Wei Chen, Weiping Wang, Li Liu, Michael S. Lew
New Ideas and Trends in Deep Multimodal Content Understanding: A Review. Neurocomputing 426 (2021)
Mingrui Lao, Yanming Guo, Yu Liu, Wei Chen, Nan Pu, Michael S. Lew
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering. ACM Multimedia (2021)
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation. CoRR (2021)
Mingrui Lao, Yanming Guo, Yu Liu, Michael S. Lew
A Language Prior Based Focal Loss for Visual Question Answering. ICME (2021)
Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Integrating information theory and adversarial learning for cross-modal retrieval. Pattern Recognit. 117 (2021)
Mingrui Lao, Yanming Guo, Nan Pu, Wei Chen, Yu Liu, Michael S. Lew
Multi-stage hybrid embedding fusion network for visual question answering. Neurocomputing 423 (2021)
Theodoros Georgiou, Yu Liu, Wei Chen, Michael S. Lew
A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision. Int. J. Multim. Inf. Retr. 9 (3) (2020)
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael S. Lew
Comparison of deep learning and hand crafted features for mining simulation data. ICPR (2020)
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael S. Lew
Norm Loss: An efficient yet effective regularization method for deep neural networks. ICPR (2020)
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification. ACM Multimedia (2020)
Michael S. Lew
State of the journal. Int. J. Multim. Inf. Retr. 9 (4) (2020)
Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification. CoRR (2020)
Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael S. Lew
On the Exploration of Incremental Learning for Fine-grained Image Retrieval. CoRR (2020)
Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael S. Lew
On the Exploration of Incremental Learning for Fine-grained Image Retrieval. BMVC (2020)
Ard Oerlemans, Yanming Guo, Michael S. Lew, Tat-Seng Chua
Special issue on deep learning in image and video retrieval. Int. J. Multim. Inf. Retr. 9 (2) (2020)
Wei Chen, Weiping Wang, Li Liu, Michael S. Lew
New Ideas and Trends in Deep Multimodal Content Understanding: A Review. CoRR (2020)
Michael S. Lew
State of the journal. Int. J. Multim. Inf. Retr. 8 (4) (2019)
Nan Pu, T. K. Georgiou, Erwin M. Bakker, Michael S. Lew
Learning a Domain-Invariant Embedding for Unsupervised Person Re-identification. IJCNN (2019)
Umut Özaydin, Theodoros Georgiou, Michael S. Lew
A Comparison of CNN and Classic Features for Image Retrieval. CBMI (2019)
Yu Liu, Yanming Guo, Li Liu, Erwin M. Bakker, Michael S. Lew
CycleMatch: A cycle-consistent embedding network for image-text matching. Pattern Recognit. 93 (2019)
Wei Chen, Nan Pu, Yu Liu, Erwin M. Bakker, Michael S. Lew
Domain Uncertainty Based On Information Theory for Cross-Modal Hash Retrieval. ICME (2019)
Umut Özaydin, Theodoros Georgiou, Michael S. Lew
A Comparison of CNN and Classic Features for Image Retrieval. CoRR (2019)
Yu Liu, Wei Chen, Li Liu, Michael S. Lew
SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer. IEEE Trans. Multim. 21 (9) (2019)
Yanming Guo, Yu Liu, Erwin M. Bakker, Yuanhao Guo, Michael S. Lew
CNN-RNN: a large-scale hierarchical image classification framework. Multim. Tools Appl. 77 (8) (2018)
Michael S. Lew
Editorial for the ICMR 2017 special issue. Int. J. Multim. Inf. Retr. 7 (1) (2018)
Yanming Guo, Yu Liu, Songyang Lao, Erwin M. Bakker, Liang Bai, Michael S. Lew
Bag of Surrogate Parts Feature for Visual Recognition. IEEE Trans. Multim. 20 (6) (2018)
Yanming Guo, Yu Liu, Maaike H. T. de Boer, Li Liu, Michael S. Lew
A Dual Prediction Network for Image Captioning. ICME (2018)
Yu Liu, Yanming Guo, Theodoros Georgiou, Michael S. Lew
Fusion that matters: convolutional fusion networks for visual recognition. Multim. Tools Appl. 77 (22) (2018)
Yanming Guo, Yu Liu, Theodoros Georgiou, Michael S. Lew
A review of semantic segmentation using deep neural networks. Int. J. Multim. Inf. Retr. 7 (2) (2018)
Yu Liu, Yanming Guo, Wei Chen, Michael S. Lew
An Extensive Study of Cycle-Consistent Generative Networks for Image-to-Image Translation. ICPR (2018)
Theodoros Georgiou, Sebastian Schmitt, Markus Olhofer, Yu Liu, Thomas Bäck, Michael S. Lew
Learning Fluid Flows. IJCNN (2018)
Yu Liu, Li Liu, Yanming Guo, Michael S. Lew
Learning visual and textual representations for multimodal matching and classification. Pattern Recognit. 84 (2018)
Yu Liu, Yanming Guo, Michael S. Lew
What Convnets Make for Image Captioning? MMM (1) (2017)
Michael S. Lew
ACM International Conference on Multimedia Retrieval (ICMR): current standing and impact. Int. J. Multim. Inf. Retr. 6 (3) (2017)
Yu Liu, Yanming Guo, Michael S. Lew
On the Exploration of Convolutional Fusion Networks for Visual Recognition. MMM (1) (2017)
Yu Liu, Yanming Guo, Erwin M. Bakker, Michael S. Lew
Learning a Recurrent Residual Fusion Network for Multimodal Matching. ICCV (2017)
Song Wu, Ard Oerlemans, Erwin M. Bakker, Michael S. Lew
Deep binary codes for large scale image retrieval. Neurocomputing 257 (2017)
Song Wu, Ard Oerlemans, Erwin M. Bakker, Michael S. Lew
A comprehensive evaluation of local detectors and descriptors. Signal Process. Image Commun. 59 (2017)
Yu Liu, Michael S. Lew
Improving the discrimination between foreground and background for semantic segmentation. ICIP (2017)
Song Wu, Michael S. Lew
Comparison of Information Loss Architectures in CNNs. PCM (2) (2016)
Yanming Guo, Michael S. Lew
Bag of Surrogate Parts: one inherent feature of deep CNNs. BMVC (2016)
Yu Liu, Yanming Guo, Michael S. Lew
On the Exploration of Convolutional Fusion Networks for Visual Recognition. CoRR (2016)
Michael S. Lew
Top multimedia information retrieval papers. Int. J. Multim. Inf. Retr. 5 (3) (2016)
Song Wu, Michael S. Lew
Image Correspondences Matching Using Multiple Features Fusion. ECCV Workshops (3) (2016)
Yanming Guo, Yu Liu, Ard Oerlemans, Songyang Lao, Song Wu, Michael S. Lew
Deep learning for visual understanding: A review. Neurocomputing 187 (2016)
Lambert Schomaker, Andreas Weber, Michiel Thijssen, Maarten Heerlien, Aske Plaat, Siegfried Nijssen, Fons J. Verbeek, Michael S. Lew, Eulalia Gasso Miracle, Katy Wolstencroft, Ernest Suyver, Bart Verheij, Marco A. Wiering, René Dekker, Joost N. Kok, Lissa Roberts, H. Jaap van den Herik
Making Sense of Illustrated Handwritten Archives. DH (2016)
Michael S. Lew
Special issue on visual information retrieval. Int. J. Multim. Inf. Retr. 5 (1) (2016)
Yu Liu, Michael S. Lew
Learning Relaxed Deep Supervision for Better Edge Detection. CVPR (2016)
Michael S. Lew
State of the journal. Int. J. Multim. Inf. Retr. 5 (2) (2016)
Yu Liu, Yanming Guo, Song Wu, Michael S. Lew
DeepIndex for Accurate and Efficient Image Retrieval. ICMR (2015)
Michael S. Lew
Special issue on video retrieval. Int. J. Multim. Inf. Retr. 4 (1) (2015)
Shih-Fu Chang, Thomas S. Huang, Michael S. Lew, Bart Thomee
Special issue on concept detection with big data. Int. J. Multim. Inf. Retr. 4 (2) (2015)
Yanming Guo, Songyang Lao, Yu Liu, Liang Bai, Shi Liu, Michael S. Lew
Convolutional Neural Networks Features: Principal Pyramidal Convolution. PCM (1) (2015)
Michael S. Lew
Multimedia information retrieval: best papers and expanding frontiers. Int. J. Multim. Inf. Retr. 3 (2) (2014)
Qi Zhang, Simon Zaaijer, Song Wu, Michael S. Lew
3D Image Browsing: The Planets. ICMR (2014)
Michael S. Lew
ACM ICMR 2014 best papers in image retrieval. Int. J. Multim. Inf. Retr. 3 (4) (2014)
Song Wu, Michael S. Lew
Salient features for visual word based image copy detection. ICMR (2014)
Yanming Guo, Liang Bai, Songyang Lao, Song Wu, Michael S. Lew
A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification. PCM (2014)
Song Wu, Michael S. Lew
RIFF: Retina-inspired Invariant Fast Feature Descriptor. ACM Multimedia (2014)
Song Wu, Michael S. Lew
Evaluation of salient point methods. ACM Multimedia (2013)
Michael S. Lew
International ranking of the ACM International Conference on Multimedia Retrieval (ICMR). Int. J. Multim. Inf. Retr. 2 (4) (2013)
Michael S. Lew
Best papers in multimedia information retrieval. Int. J. Multim. Inf. Retr. 2 (2) (2013)
Bart Thomee, Mark J. Huiskes, Erwin M. Bakker, Michael S. Lew
An evaluation of content-based duplicate image detection methods for web search. ICME (2013)
Erik R. Gast, Ard Oerlemans, Michael S. Lew
Very large scale nearest neighbor search: ideas, strategies and challenges. Int. J. Multim. Inf. Retr. 2 (4) (2013)
Bart Thomee, Mark J. Huiskes, Michael S. Lew
Special issue on visual concept detection in the MIRFLICKR/ImageCLEF benchmark. Comput. Vis. Image Underst. 117 (5) (2013)
Zhenyang Li, Michael S. Lew
Cost-sensitive learning in social image tagging: review, new ideas and evaluation. Int. J. Multim. Inf. Retr. 1 (4) (2012)
Michael S. Lew
Multimedia information retrieval in the twenty-first century. Int. J. Multim. Inf. Retr. 1 (1) (2012)
Qi Zhang, Michael S. Lew
The Leiden Augmented Reality System (LARS). ECCV Workshops (3) (2012)
Bart Thomee, Michael S. Lew
Interactive search in image retrieval: a survey. Int. J. Multim. Inf. Retr. 1 (2) (2012)
Xiaojing Chen, Michael S. Lew
Binary and nonbinary description of hypointensity in human brain MR images CoRR (2011)
Ruoyun Gao, Michael S. Lew, Ling Shao
Dynamic Feature Description in Human Action Recognition CoRR (2011)
Erik R. Gast, Michael S. Lew
A Framework for Real-Time Face and Facial Feature Tracking using Optical Flow Pre-estimation and Template Tracking CoRR (2011)
Liang Wang, Nies Huijsmans, Michael S. Lew, Dan Tsymbala
Across Browsers SVG Implementation CoRR (2011)
Ard Oerlemans, Michael S. Lew
RetrievalLab: a programming tool for content based retrieval. ICMR (2011)
Thomas Steenbergen, Michael S. Lew
Analysis of Using Browser-native Technology to Build Rich Internet Applications for Image Manipulation CoRR (2011)
Mark J. Huiskes, Bart Thomee, Michael S. Lew
New trends and ideas in visual concept detection: the MIR flickr retrieval evaluation initiative. Multimedia Information Retrieval (2010)
Ard Oerlemans, Michael S. Lew
Minimum explanation complexity for MOD based visual concept detection. Multimedia Information Retrieval (2010)
Bart Thomee, Erwin M. Bakker, Michael S. Lew
TOP-SURF: a visual words toolkit. ACM Multimedia (2010)
Bart Thomee, Mark J. Huiskes, Erwin M. Bakker, Michael S. Lew
Deep exploration for experiential image retrieval. ACM Multimedia (2009)
Mark J. Huiskes, Michael S. Lew
The MIR flickr retrieval evaluation. Multimedia Information Retrieval (2008)
Mark J. Huiskes, Michael S. Lew
Performance evaluation of relevance feedback methods. CIVR (2008)
Ard Oerlemans, Michael S. Lew
Interest points based on maximization of distinctiveness. Multimedia Information Retrieval (2008)

Michael S. Lew.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Michael S. Lew