Michael Lew

Q: What Schools Are Affiliated With Michael Lew

Michael Lew is affiliated with the following schools: University of Amsterdam, Eindhoven University of Technology, Delft University of Technology, Leiden University

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Michael Lew

Computer Science

#3833

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#4028

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Machine Learning

#4705

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#4758

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Artificial Intelligence

#5074

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#5140

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Database

#7171

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#7419

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Computer Science

Michael Lew's Degrees

PhD Computer Science University of Amsterdam
Masters Artificial Intelligence University of Amsterdam
Bachelors Computer Science University of Amsterdam

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Why Is Michael Lew Influential?

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According to Wikipedia, Michael S. Lew is a scientist in multimedia information search and retrieval at Leiden University, Netherlands. He has published over a dozen books and 150 scientific articles in the areas of content based image retrieval, computer vision, and deep learning. Notably, he had the most cited paper in the ACM Transactions on Multimedia, one of the top 10 most cited articles in the history of the ACM SIGMM, and the most cited article from the ACM International Conference on Multimedia Information Retrieval in 2008 and also in 2010. He was the opening keynote speaker for the 9th International Conference on Visual Information Systems, the Editor-in-Chief of the International Journal of Multimedia Information Retrieval , the co-founder of influential conferences such as the International Conference on Image and Video Retrieval , and the IEEE Workshop on Human Computer Interaction. He was also a founding member of the international advisory committee for the TRECVID video retrieval evaluation project, chair of the steering committee for the ACM International Conference on Multimedia Retrieval and a member of the ACM SIGMM Executive Committee . In addition, his work on convolutional fusion networks in deep learning won the best paper award at the 23rd International Conference on Multimedia Modeling. His work is frequently cited in both scientific and popular news sources.

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Michael Lew's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Content-based multimedia information retrieval: State of the art and challenges (2006) (1766)
Deep learning for visual understanding: A review (2016) (1604)
The MIR flickr retrieval evaluation (2008) (1399)
A review of semantic segmentation using deep neural networks (2018) (387)
Authentic facial expression analysis (2004) (369)
New trends and ideas in visual concept detection: the MIR flickr retrieval evaluation initiative (2010) (368)
Image and Video Retrieval (2003) (342)
Principles of Visual Information Retrieval (2001) (261)
Image retrieval using wavelet-based salient points (2001) (157)
Facial expression recognition from video sequences (2002) (156)
Emotion recognition using a Cauchy Naive Bayes classifier (2002) (156)
Next-Generation Web Searches for Visual Content (2000) (148)
Toward Improved Ranking Metrics (2000) (131)
The distributed ASCI Supercomputer project (2000) (129)
Evaluation of Salient Point Techniques (2002) (117)
Learning and Feature Selection in Stereo Matching (1994) (117)
Comparing salient point detectors (2001) (116)
Learning a Recurrent Residual Fusion Network for Multimodal Matching (2017) (112)
The State of the Art in Image and Video Retrieval (2003) (112)
Interactive search in image retrieval: a survey (2012) (106)
CNN-RNN: a large-scale hierarchical image classification framework (2018) (102)
Learning Relaxed Deep Supervision for Better Edge Detection (2016) (101)
Wavelet based texture classification (2000) (80)
Information theory and face detection (1996) (65)
Computer Vision in Human-Computer Interaction (2004) (64)
TOP-SURF: a visual words toolkit (2010) (64)
A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision (2019) (64)
Relevance feedback: perceptual learning and retrieval in bio-computing, photos, and video (2004) (63)
Texture Features for Content-Based Retrieval (2001) (59)
Color indexing using wavelet-based salient points (2000) (54)
Information theoretic view-based and modular face detection (1996) (51)
Authentic Emotion Detection in Real-Time Video (2004) (49)
Content-based image retrieval using wavelet-based salient points (2000) (45)
Robust Computer Vision: Theory and Applications (2003) (44)
Similarity Matching in Computer Vision and Multimedia (2008) (44)
Deep Image Retrieval: A Survey (2021) (43)
Color-based retrieval (2001) (43)
Multi-scale sub-image search (1999) (42)
Challenges of Image and Video Retrieval (2002) (41)
Video retrieval and summarization (2003) (37)
Large scale image copy detection evaluation (2008) (36)
DeepIndex for Accurate and Efficient Image Retrieval (2015) (36)
SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer (2019) (36)
Performance evaluation of relevance feedback methods (2008) (33)
Salient Points for Content-Based Retrieval (2001) (32)
IRUS: image retrieval using shape (1999) (32)
The State-of-the-Art in Human-Computer Interaction (2004) (31)
Towards authentic emotion recognition (2004) (31)
CycleMatch: A cycle-consistent embedding network for image-text matching (2019) (29)
Advances in Multimedia Information Processing - PCM 2010 - 11th Pacific Rim Conference on Multimedia, Shanghai, China, September 2010, Proceedings, Part II (2011) (28)
Human-Computer Intelligent Interaction: A Survey (2007) (27)
Robust Computer Vision (2003) (27)
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation (2021) (26)
Webcrawling Using Sketches (1997) (25)
MOTION DETECTION AND ESTIMATION FROM STEREO IMAGE SEQUENCES: SOME PRELIMINARY EXPERIMENTAL RESULTS. (1986) (25)
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification (2020) (25)
A comprehensive evaluation of local detectors and descriptors (2017) (24)
Deep Learning for Instance Retrieval: A Survey (2021) (24)
Deep binary codes for large scale image retrieval (2017) (24)
Semantic Video Retrieval Using Audio Analysis (2002) (23)
Offense based temporal segmentation for event detection in soccer video (2004) (22)
Evaluation of Expression Recognition Techniques (2003) (21)
Face detection using local maxima (1996) (19)
On the Exploration of Convolutional Fusion Networks for Visual Recognition (2016) (19)
Color Based Image Retrieval (2001) (19)
Quality Measures for Interactive Image Retrieval with a Performance Evaluation of Two 3x3 Texel-based Methods (1997) (18)
Learning visual and textual representations for multimodal matching and classification (2018) (18)
Improving visual matching (2000) (17)
Adapting k-d Trees to Visual Retrieval (1999) (16)
Robust Shape Matching (2002) (16)
2D Pixel Trigrams for Content-Based Image Retrieval (1998) (16)
Fusion that matters: convolutional fusion networks for visual recognition (2018) (13)
Efficient content-based image retrieval in digital picture collections using projections: (near)-copy location (1996) (13)
New Ideas and Trends in Deep Multimodal Content Understanding: A Review (2020) (12)
Maximum likelihood stereo matching (2000) (12)
Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval (2021) (12)
Optimal multi-scale matching (1999) (12)
Bag of Surrogate Parts Feature for Visual Recognition (2018) (11)
Feature Estimations Based Correlation Distillation for Incremental Image Retrieval (2022) (11)
Which ranking metric is optimal? With applications in image retrieval and stereo matching (1998) (11)
Content Based Image Retrieval : KLT , Projections , or Templates (1996) (11)
On the Exploration of Incremental Learning for Fine-grained Image Retrieval (2020) (11)
Shape Based Retrieval (2003) (10)
Visual Learning of Simple Semantics in ImageScape (1999) (10)
Optimal Keys for Image Database Indexing (1997) (10)
The age of human computer interaction (2007) (9)
A Comparison of CNN and Classic Features for Image Retrieval (2019) (9)
Using an artificial imagination for texture retrieval (2008) (9)
Video Indexing and Understanding (2001) (9)
Optimal supports for image matching (1996) (9)
Bag of Surrogate Parts: one inherent feature of deep CNNs (2016) (9)
An evaluation of content-based duplicate image detection methods for web search (2013) (8)
Visual websearching using iconic queries (2000) (8)
Learning Fluid Flows (2018) (7)
Real-time object tracking with relevance feedback (2007) (7)
Fisher keys for content based retrieval (2001) (7)
Very large scale nearest neighbor search: ideas, strategies and challenges (2013) (7)
Robust color indexing (1999) (7)
An exploration-based interface for interactive image retrieval (2009) (7)
Image compression and matching (1994) (7)
Learning visual concepts (1999) (7)
Evaluation of salient point methods (2013) (6)
Proceedings of the 1st ACM international conference on Multimedia information retrieval (2008) (6)
Relevance Feedback in Content-Based Image Retrieval : Promising Directions (2007) (6)
A Maximum Likelihood Investigation Into Color Indexing (2007) (6)
Visual Information Retrieval: Paradigms, Applications, and Research Issues (2001) (6)
Color based retrieval and recognition (2000) (5)
Multimedia information retrieval in the twenty-first century (2012) (5)
A Comparison between Artificial Neural Network and Cascade-Correlation Neural Network in Concept Classification (2014) (5)
A Framework for Real-Time Face and Facial Feature Tracking using Optical Flow Pre-estimation and Template Tracking (2010) (5)
Content Based Image Retrieval: Optimal Keys, Texture, Projections, or Templates (1998) (5)
Dynamic Feature Description in Human Action Recognition (2010) (5)
Detecting automobiles and people for semantic video retrieval (2002) (5)
A Ground-Truth Training Set for Hierarchical Clustering in Content-Based Image Retrieval (2000) (5)
An overcomplete discrete wavelet transform for video compression (2002) (5)
Deep exploration for experiential image retrieval (2009) (5)
Visual information retrieval using synthesized imagery (2007) (5)
Minimum explanation complexity for MOD based visual concept detection (2010) (5)
An Extensive Study of Cycle-Consistent Generative Networks for Image-to-Image Translation (2018) (5)
An Artificial Imagination for Interactive Search (2007) (5)
What Convnets Make for Image Captioning? (2017) (4)
Multi-stage hybrid embedding fusion network for visual question answering (2021) (4)
RIFF: Retina-inspired Invariant Fast Feature Descriptor (2014) (4)
Interest points based on maximization of distinctiveness (2008) (4)
Maximum Likelihood Shape Matching (2002) (4)
Convolutional Neural Networks Features: Principal Pyramidal Convolution (2015) (3)
AtomsNet: Multimedia Peer2Peer File Sharing (2002) (3)
Salient features for visual word based image copy detection (2014) (3)
3D Image Browsing: The Planets (2014) (3)
Towards optimal ranking metrics (1998) (3)
Relevance Feedback Methods in Content Based Retrieval and Video Summarization (2005) (3)
GPS-guided vision systems for real-time surveying (1989) (3)
A Dual Prediction Network for Image Captioning (2018) (3)
Image Correspondences Matching Using Multiple Features Fusion (2016) (3)
A Language Prior Based Focal Loss for Visual Question Answering (2021) (3)
Editorial for the ICMR 2017 special issue (2018) (3)
Maximum Likelihood Framework (2003) (3)
Decimation of visible surfaces (1998) (2)
Cost-sensitive learning in social image tagging: review, new ideas and evaluation (2012) (2)
I eoretic View-B and Modular Face Detectis (1996) (2)
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering (2021) (2)
Domain Uncertainty Based On Information Theory for Cross-Modal Hash Retrieval (2019) (2)
Special issue on visual concept detection in the MIRFLICKR/ImageCLEF benchmark (2013) (2)
Analysis of Using Browser-native Technology to Build Rich Internet Applications for Image Manipulation (2010) (2)
Systems and architectures for multimedia information retrieval (2005) (2)
Social webconsciousness (2010) (2)
Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval (2006) (2)
Special issue on deep learning in image and video retrieval (2020) (2)
Feature Selection and Visual Learning (2001) (2)
Three-dimensional gauging with stereo computer vision (1991) (2)
ACM International Conference on Multimedia Retrieval (ICMR): current standing and impact (2017) (2)
A Maximum Likelihood Investigation Into Texture Classi cation (2000) (2)
Special issue on video retrieval (2015) (2)
Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II (2010) (1)
Multiscale stereo matching (1992) (1)
International ranking of the ACM International Conference on Multimedia Retrieval (ICMR) (2013) (1)
Intermediate Views for Face Recognition (1995) (1)
Combining Visual Exploration and Searching for Interactive Texture Retrieval (2009) (1)
Proceedings of the 2007 IEEE international conference on Human-computer interaction (2007) (1)
Panoramic Image Stitching (2011) (1)
Image and video retrieval : second International Conference, CIVR 2003, Urbana-Champaign, IL, USA, July 24-25, 2003 : proceedings (2003) (1)
Norm Loss: An efficient yet effective regularization method for deep neural networks (2021) (1)
Robust Stereo Matching and Motion Tracking (2003) (1)
Special issue on visual information retrieval (2016) (1)
The Leiden Augmented Reality System (LARS) (2012) (1)
Making Sense of Illustrated Handwritten Archives (2016) (1)
Proceedings of the 2nd international conference on Image and video retrieval (2003) (0)
Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction (2005) (0)
Interactive search in image retrieval: a survey (2012) (0)
Learning a Domain-Invariant Embedding for Unsupervised Person Re-identification (2019) (0)
CNN-RNN: a large-scale hierarchical image classification framework (2017) (0)
Visual Concept Detection using MOD Salient Points (2009) (0)
dynSLAM: Robust 2D Lidar SLAM in Dynamic Environments (2022) (0)
Image and Video Retrieval: 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings (Lecture Notes in Computer Science) (2005) (0)
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2004, October 15-16, 2004, New York, NY, USA (2004) (0)
Multimedia information retrieval: best papers and expanding frontiers (2014) (0)
Meta Reconciliation Normalization for Lifelong Person Re-Identification (2022) (0)
Human-Computer Interaction, IEEE International Workshop, HCI 2007, Rio de Janeiro, Brazil, October 20, 2007, Proceedings (2007) (0)
Binary and nonbinary description of hypointensity in human brain MR images (2010) (0)
LEARNING VISUAL CONCEPTS FOR CONTENT BASED RETRIEVAL (2002) (0)
Best papers in multimedia information retrieval (2013) (0)
Multimedia information retrieval in the twenty-first century (2012) (0)
Cost-sensitive learning in social image tagging: review, new ideas and evaluation (2012) (0)
Opleiding Informatica Fusion approaches for Monocular Depth Estimation (2020) (0)
ACM International Conference on Multimedia Retrieval (ICMR): current standing and impact (2017) (0)
Convergence of Model Based Shape from Shading (1997) (0)
Special issue on concept detection with big data (2015) (0)
Top multimedia information retrieval papers (2016) (0)
RetrievalLab: a programming tool for content based retrieval (2011) (0)
Segmentation based Image Retrieval using Low level Features (2021) (0)
The Matrix : Integrating Audio , Visual and 3 D Structure in a Real-Time Virtual World (2007) (0)
A review of semantic segmentation using deep neural networks (2017) (0)
Very large scale nearest neighbor search: ideas, strategies and challenges (2013) (0)
Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction (2006) (0)
ACM ICMR 2014 best papers in image retrieval (2014) (0)
State of the journal (2016) (0)
Cultural Preservation and Sharing using Multiplayer Virtual Worlds (2007) (0)
Special issue on video retrieval (2015) (0)
Performance Evaluation of a Java Based Chat System (2000) (0)
Top multimedia information retrieval papers (2016) (0)
Session details: Special poster session 3: MIRFLICKR evaluation: the challenge of visual concept detection (2010) (0)
Best papers in multimedia information retrieval (2013) (0)
Visual Information Retrieval - Future Directions and Grand Challenges (2007) (0)
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008 (2008) (0)
International ranking of the ACM International Conference on Multimedia Retrieval (ICMR) (2013) (0)
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks (2021) (0)
Improving the discrimination between foreground and background for semantic segmentation (2017) (0)
YOLO-based Obstacle Avoidance for Drones Christof (2020) (0)
Computer Vision in Human-Computer Interaction : ICCV 2005 Workshop on HCI, Beijing, China, October 21, 2005, Proceedings (2005) (0)
Construction of texture features (2009) (0)
Shot Break Detection and Camera Motion Classification in Digital Video (1998) (0)
How to determine an optimal ranking metric (1998) (0)
Comparison of deep learning and hand crafted features for mining simulation data (2021) (0)
Image and Video Retrieval: International Conference, CIVR 2002, London, UK, July 18-19, 2002. Proceedings (2002) (0)
Transformation-consistent semi-supervised learning for prostate CT radiotherapy (2022) (0)
MIR '04 : proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, October 15-16, 2004, New York, NY, USA, in conjunction with ACM Multimedia 2004 (2004) (0)
An Investigation into Recommendation Algorithms (2012) (0)
Image Retrieval Using Local Feature Correspondences (2011) (0)
Finding Wheels Of Vehicles In Stereo Images (1987) (0)
Special issue on concept detection with big data (2015) (0)
etection Using Local Maxima (1996) (0)
Lifelong Fine-grained Image Retrieval (2022) (0)
Special issue on deep learning in image and video retrieval (2020) (0)
Special issue on visual information retrieval (2016) (0)
Opleiding Informatica Sim-to-Real autonomous driving in CARLA using Image Translation and Deep Deterministic Policy Gradient (2022) (0)
Robust Texture Analysis (2003) (0)
Learning Visual Concepts from Social Images (0)
Comparison of Information Loss Architectures in CNNs (2016) (0)
Multimedia information retrieval: best papers and expanding frontiers (2014) (0)
Across Browsers SVG Implementation (2010) (0)
ACM ICMR 2014 best papers in image retrieval (2014) (0)
State of the journal (2019) (0)
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2003, November 7, 2003, Berkeley, CA, USA (2003) (0)
Computer Vision in Human-Computer Interaction, ECCV 2006 Workshop on HCI, Graz, Austria, May 13, 2006, Proceedings (2006) (0)
VQA-BC: Robust Visual Question Answering Via Bidirectional Chaining (2022) (0)
Fusion that matters: convolutional fusion networks for visual recognition (2018) (0)
Image and Video Retrieval (2002) (0)
Differential Siamese Network for the Avoidance of Moving Obstacles (2020) (0)

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Other Resources About Michael Lew

What Schools Are Affiliated With Michael Lew?

Michael Lew is affiliated with the following schools:

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Michael Lew's Degrees

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Why Is Michael Lew Influential?

Michael Lew's Published Works

Published Works

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What Schools Are Affiliated With Michael Lew?

Michael Lew's AcademicInfluence.com Rankings