Michele Covell

Orcid: 0000-0002-7486-5491

According to our database1, Michele Covell authored at least 65 papers between 1990 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Adding Non-Linear Context to Deep Networks.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Editorial: Introduction to the Issue on Deep Learning for Image/Video Restoration and Compression.
IEEE J. Sel. Top. Signal Process., 2021

Interpretable Actions: Controlling Experts with Understandable Commands.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Semantically Meaningful Attributes from Co-Listen Embeddings for Playlist Exploration and Expansion.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019
Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference.
CoRR, 2019

Learning to Render Better Image Previews.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Neural Image Decompression: Learning to Render Better Image Previews.
CoRR, 2018

No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference.
CoRR, 2018

Image-Dependent Local Entropy Models for Learned Image Compression.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Representing Images in 200 Bytes: Compression via Triangulation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Target-Quality Image Compression with Recurrent, Convolutional Neural Networks.
CoRR, 2017

Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data.
CoRR, 2017

Spatially adaptive image compression using a tiled deep network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Full Resolution Image Compression with Recurrent Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Variable Rate Image Compression with Recurrent Neural Networks.
Proceedings of the 4th International Conference on Learning Representations, 2016

Optimizing Transcoder Quality Targets Using a Neural Network with an Embedded Bitrate Model.
Proceedings of the Visual Information Processing and Communication VII, 2016

Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact.
Proceedings of the IEEE Sensors Applications Symposium, 2016

2015
Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2013
Learning Query-Specific Distance Functions for Large-Scale Web Image Search.
IEEE Trans. Multim., 2013

Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search.
Proceedings of the International Conference on Computational Science, 2013

Point representation for local optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Google image swirl: a large-scale content-based image visualization system.
Proceedings of the 21st World Wide Web Conference, 2012

2011
A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis.
Proceedings of the KDIR 2011, 2011

2010
Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Google image swirl, a large-scale content-based image browsing system.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Comparison of clustering approaches for summarizing large populations of images.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Example-based image compression.
Proceedings of the International Conference on Image Processing, 2010

2009
Finding Images and Line-Drawings in Document-Scanning Systems.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

LSH banding for large-scale retrieval with memory and recall constraints.
Proceedings of the IEEE International Conference on Acoustics, 2009

Mass Personalization: Social and Interactive Applications Using Sound-Track Identification.
Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008
Coordinated Multi-Device Presentations: Ambient-Audio Identification.
Encyclopedia of Wireless and Mobile Communications, 2008

Waveprint: Efficient wavelet-based audio fingerprinting.
Pattern Recognit., 2008

Mass personalization: social and interactive applications using sound-track identification.
Multim. Tools Appl., 2008

Learning to hash: forgiving hash functions and applications.
Data Min. Knowl. Discov., 2008

Permutation grouping: intelligent Hash function design for audio & image retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests.
Proceedings of the IJCAI 2007, 2007

Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing.
Proceedings of the IEEE International Conference on Acoustics, 2007

Audio Fingerprinting: Combining Computer Vision & Data Stream Processing.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Detecting Ads in Video Streams Using Acoustic and Visual Cues.
Computer, 2006

Time Scale Modification for 3G-Telephony Video.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Advertisement Detection and Replacement using Acoustic and Visual Repetition.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Evaluating Server Capacity for Streaming Media Services.
Proceedings of the Enterprise Information Systems, 8th International Conference, 2006

Reliable Performance Data Collection for Streaming Media Services.
Proceedings of the ICEIS 2006, 2006

2005
Predictive modeling of streaming servers.
SIGMETRICS Perform. Evaluation Rev., 2005

Dynamic Black-Box Performance Model Estimation for Self-Tuning Regulators.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

2003
An architecture for componentized, network-based media services.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A System Architecture for Managing Mobile Streaming Media Service.
Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 2003

2002
Analysis-by-synthesis dissolve detection.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Correspondence with Cumulative Similiarity Transforms.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

FastMPEG: time-scale modification of bit-compressed audio information.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
FaceSync: A Linear Operator for Measuring Synchronization of Video Facial Images and Audio Tracks.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Articulated-Pose Estimation Using Brightness and Depth-Constancy Constraints.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Dynamic Occluding Contours: A New External-Energy Term for Snakes.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
MACH1: nonuniform time-scale modification of speech.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Video Rewrite: driving visual speech with audio.
Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques, 1997

Video rewrite: visual speech synthesis from video.
Proceedings of the ESCA Workshop on Audio-Visual Speech Processing, 1997

1996
Eigen-points [image matching].
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Automatic audio morphing.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Eigen-points: Control-point Location using Principle Component Analyses.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

1994
Spanning the gap between motion estimation and morphing.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1991
A new, efficient structure for the short-time Fourier transform, with an application in code-division sonar imaging.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
An algorithm design environment for signal processing.
Proceedings of the 1990 International Conference on Acoustics, 1990


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