- Date: June 25, 2011
Awarded to: Paul A. Viola and Michael J. Jones
Awarded for: "Rapid Object Detection using a Boosted Cascade of Simple Features"
Awarded by: Conference on Computer Vision and Pattern Recognition (CVPR)
MERL Contact: Michael J. Jones
Research Area: Machine Learning
Brief - Paper from 10 years ago with the largest impact on the field: "Rapid Object Detection using a Boosted Cascade of Simple Features", originally published at Conference on Computer Vision and Pattern Recognition (CVPR 2001).
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- Date: March 15, 2011
Where: Machine Vision and Applications
Research Area: Machine Learning
Brief - The article "In-vehicle Camera Traffic Sign Detection and Recognition" by Ruta, A., Porikli, F.M., Watanabe, S. and Li, Y. was published in Machine Vision and Applications.
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- Date: September 26, 2010
Where: Interspeech
Research Area: Speech & Audio
Brief - The paper "Vocabulary Independent Spoken Query: a Case for Subword Units" by Gouvea, E. and Ezzat, T. was presented at Interspeech.
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- Date: September 26, 2010
Where: Annual Conference of the International Speech Communication Association
Research Area: Speech & Audio
Brief - The paper "Ungrounded Independent Non-Negative Factor Analysis" by Raj, B., Wilson, K.W., Krueger, A. and Haeb-Umbach, R. was presented at the Annual Conference of the International Speech Communication Association.
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- Date: August 18, 2010
Where: Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR)
Research Area: Machine Learning
Brief - The paper "Learning on Manifolds" by Porikli, F. was presented at the Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR).
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- Date: July 24, 2010
Where: Black Hat Technical Security Conference
MERL Contact: William S. Yerazunis
Research Area: Data Analytics
Brief - The paper "Keeping the Good Stuff In: Confidential Information Firewalling with the CRM114 Spam Filter & Text Classifier" by Yerazunis, W.S., Kato, M., Kori, M., Shibata, H. and Hackenberg, K. was presented at the Black Hat Technical Security Conference.
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- Date: June 13, 2010
Where: IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum
Research Area: Machine Learning
Brief - The paper "RelCom: Relational Combinatorics Features for Rapid Object Detection" by Venkatraman, V. and Porikli, F.M. was presented at the IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum.
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- Date: June 1, 2010
Awarded to: Vijay Venkataraman and Fatih Porikli
Awarded for: "RelCom: Relational Combinatorics Features for Rapid Object Detection"
Awarded by: IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (OTCBVS)
Research Area: Machine Learning
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- Date: February 28, 2010
Where: The Forum on Data Engineering and Information Management (DEIM)
MERL Contact: William S. Yerazunis
Research Area: Data Analytics
Brief - The paper "An Automatic Training Data Collection Method for Confidential E-mail Detection" by Shibata, H., Kato, M., Kori, M. and Yerazunis, W. was presented at the The Forum on Data Engineering and Information Management (DEIM).
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- Date: February 1, 2010
Awarded to: Hideya Shibata, Mamoru Kato, Mitsunori Kori and William Yerazunis
Awarded for: "An Automatic Training Data Collection Method for Confidential E-mail Detection"
Awarded by: The Forum on Data Engineering and Information Management (DEIM)
MERL Contact: William S. Yerazunis
Research Area: Data Analytics
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- Date: October 3, 2009
Where: On-line Learning for Computer Vision Workshop (OLCV)
MERL Contact: Michael J. Jones
Research Area: Machine Learning
Brief - The paper "Online Coordinate Boosting" by Pelossof, R., Jones, M.J., Vovsha, I. and Rudin, C. was presented at the On-line Learning for Computer Vision Workshop (OLCV).
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- Date: September 29, 2009
Where: IEEE International Conference on Computer Vision (ICCV)
Research Area: Machine Learning
Brief - The paper "Kernel Methods for Weakly Supervised Mean Shift Clustering" by Tuzel, C.O., Porikli, F.M. and Meer, P. was presented at the IEEE International Conference on Computer Vision (ICCV).
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- Date: September 2, 2009
Where: IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Research Area: Machine Learning
Brief - The paper "Regressed Importance Sampling on Manifolds for Efficient Object Tracking" by Porikli, F.M. and Pan, P. was presented at the IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).
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- Date: September 1, 2009
Where: IEEE Transactions on Intelligent Transportation Systems
Research Area: Machine Learning
Brief - The article "A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors" by Hussein, M.E., Porikli, F.M. and Davis, L. was published in IEEE Transactions on Intelligent Transportation Systems.
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- Date: August 31, 2009
Where: IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED)
Research Area: Data Analytics
Brief - The paper "Probabilistic Inter-disturbance Interval Estimation for Bearing Fault Diagnosis" by Wilson, K.W. was presented at the IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).
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- Date: July 21, 2009
Where: Machine Learning and Data Mining in Pattern Recognition (MLDM)
MERL Contact: Daniel N. Nikovski
Research Area: Data Analytics
Brief - The paper "Memory-Based Modeling of Seasonality for Prediction of Climatic Time Series" by Nikovski, D.N. and Ramachandran, G. was presented at Machine Learning and Data Mining in Pattern Recognition (MLDM).
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- Date: July 13, 2009
Where: Opto Electronics and Communications Conference (OECC)
Research Area: Data Analytics
Brief - The paper "Optical Performance Monitoring via Histogram: A Data-Driven Approach" by Wen, Y. and Wilson, K.W. was presented at the Opto Electronics and Communications Conference (OECC).
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- Date: May 20, 2009
Where: IAPR Conference on Machine vision Applications (MVA)
Research Area: Machine Learning
Brief - The paper "A New Approach for In-Vehicle Camera Traffic Sign Detection and Recognition" by Ruta, A., Porikli, F., Li, Y., Watanabe, S., Kage, H. and Sumi, K. was presented at the IAPR Conference on Machine vision Applications (MVA).
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- Date: May 6, 2009
Where: International Conference on Enterprise Information Systems (ICEIS)
MERL Contact: Daniel N. Nikovski
Research Area: Data Analytics
Brief - The paper "Semi-Supervised Information Extraction from Variable-Length Web-Page Lists" by Nikovski, D., Esenther, A. and Baba, A. was presented at the International Conference on Enterprise Information Systems (ICEIS).
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- Date: April 6, 2009
Where: European Conference on Informaiton Retrieval (ECIR)
Research Area: Speech & Audio
Brief - The paper "Word Particles Applied to Information Retrieval" by Gouvea, E.V. and Raj, B. was presented at the European Conference on Informaiton Retrieval (ECIR).
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- Date: January 21, 2009
Where: SPIE Conference on Multimedia Content Access: Algorithms and Systems
Research Area: Data Analytics
Brief - The paper "Discriminative Genre-Independent Audio-Visual Scene Change Detection" by Wilson, K.W. and Divakaran, A. was presented at the SPIE Conference on Multimedia Content Access: Algorithms and Systems.
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- Date: January 15, 2009
Where: IEEJ Transactions on Electronic, Information and Systems
MERL Contact: Michael J. Jones
Research Area: Machine Learning
Brief - The article "Face Recognition: Where we are and where to go from here" by Jones, M.J. was published in IEEJ Transactions on Electronic, Information and Systems.
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- Date: December 8, 2008
Where: IEEE International Conference on Pattern Recognition (ICPR)
MERL Contact: Michael J. Jones
Research Area: Machine Learning
Brief - The paper "Pedestrian Detection Using Boosted Features Over Many Frames" by Jones, M. and Snow, D. was presented at the IEEE International Conference on Pattern Recognition (ICPR).
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- Date: October 15, 2008
Where: IEEE Transactions on Pattern Analysis and Machine Intelligence
Research Area: Machine Learning
Brief - The article "Pedestrian Detection via Classification on Riemannian Manifolds" by Tuzel, O., Porikli, F. and Meer, P. was published in IEEE Transactions on Pattern Analysis and Machine Intelligence.
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- Date: September 15, 2008
Where: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
MERL Contact: Daniel N. Nikovski
Research Area: Data Analytics
Brief - The paper "Incremental Exemplar Learning Schemes for Classification on Embedded Devices" by Jain, A. and Nikovski, D. was presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD).
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