Premkumar Natarajan

According to our database1, Premkumar Natarajan authored at least 165 papers between 1997 and 2018.

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

Timeline

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Bibliography

2018
Facial Landmark Detection with Tweaked Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Image-to-GPS Verification Through A Bottom-Up Pattern Matching Network.
CoRR, 2018

Policy Design for Active Sequential Hypothesis Testing using Deep Learning.
CoRR, 2018

Unsupervised Adversarial Invariance.
CoRR, 2018

A Byte-sized Approach to Named Entity Recognition.
CoRR, 2018

Deep Multimodal Image-Repurposing Detection.
CoRR, 2018

Learn to Combine Modalities in Multimodal Deep Learning.
CoRR, 2018

A Sequential Embedding Approach for Item Recommendation with Heterogeneous Attributes.
CoRR, 2018

Implicit Language Model in LSTM for OCR.
CoRR, 2018

CapsuleGAN: Generative Adversarial Capsule Network.
CoRR, 2018

Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Towards Evidence Extraction: Analysis of Scientific Figures from Studies of Molecular Interactions.
Proceedings of the Emerging Topics in Semantic Technologies, 2018

Towards Evidence Extraction : Analysis of Scientific Figures from Studies of Molecular Interactions.
Proceedings of the Second Workshop on Enabling Open Semantic Science co-located with 17th International Semantic Web Conference, 2018

Deep Multimodal Image-Repurposing Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

How To Efficiently Increase Resolution in Neural OCR Models.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

A Batch Learning Framework for Scalable Personalized Ranking.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Bidirectional Conditional Generative Adversarial Networks.
CoRR, 2017

A Batch Learning Framework for Scalable Personalized Ranking.
CoRR, 2017

WMRB: Learning to Rank in a Scalable Batch Training Approach.
CoRR, 2017

An Investigation into the Pedagogical Features of Documents.
CoRR, 2017

Deep Matching and Validation Network - An End-to-End Solution to Constrained Image Splicing Localization and Detection.
CoRR, 2017

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text.
CoRR, 2017

WMRB: Learning to Rank in a Scalable Batch Training Approach.
Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Sequential Heterogeneous Attribute Embedding for Item Recommendation.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Implicit Language Model in LSTM for OCR.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017

Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Using Convolutional Encoder-Decoder for Document Image Binarization.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Self-Organized Text Detection with Minimal Post-processing via Border Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

An Investigation into the Pedagogical Features of Documents.
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

Combining deep learning and language modeling for segmentation-free OCR from raw pixels.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

2016
Temporal Learning and Sequence Modeling for a Job Recommender System.
CoRR, 2016

Pooling Faces: Template based Face Recognition with Pooled Face Images.
CoRR, 2016

Face Recognition Using Deep Multi-Pose Representations.
CoRR, 2016

Face recognition using deep multi-pose representations.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Temporal learning and sequence modeling for a job recommender system.
Proceedings of the 2016 Recommender Systems Challenge, 2016

Computationally efficient template-based face recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learning document image binarization from data.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Document Image Quality Assessment Using Discriminative Sparse Representation.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Pose-Aware Face Recognition in the Wild.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Pooling Faces: Template Based Face Recognition with Pooled Face Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Modeling Concept Dependencies in a Scientific Corpus.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Integrating natural language processing with image document analysis: what we learned from two real-world applications.
IJDAR, 2015

Learning Document Image Binarization from Data.
CoRR, 2015

Using a Knowledge Graph to Combat Human Trafficking.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015


Document image OCR accuracy prediction via latent Dirichlet allocation.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Boost OCR accuracy using iVector based system combination approach.
Proceedings of the Document Recognition and Retrieval XXII, 2015

2014
Fast blockwise SURE shrinkage for image denoising.
Signal Processing, 2014

Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Applications of Recurrent Neural Network Language Model in Offline Handwriting Recognition and Word Spotting.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Markov chain based line segmentation framework for handwritten character recognition.
Proceedings of the Document Recognition and Retrieval XXI, 2014

Text Classification via iVector Based Feature Representation.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Probabilistic Non-Local Means.
IEEE Signal Process. Lett., 2013

James-Stein Type Center Pixel Weights for Non-Local Means Image Denoising.
IEEE Signal Process. Lett., 2013

Local Shannon entropy measure with statistical tests for image randomness.
Inf. Sci., 2013

BBN TransTalk: Robust multilingual two-way speech-to-speech translation for mobile platforms.
Computer Speech & Language, 2013

Batch-mode semi-supervised active learning for statistical machine translation.
Computer Speech & Language, 2013

Blockwise SURE Shrinkage for Non-Local Means
CoRR, 2013

Probabilistic Non-Local Means
CoRR, 2013

Scene image categorization and video event detection using Naive Bayes Nearest Neighbor.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Ridge Regression based classifiers for large scale class imbalanced datasets.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Audio self organized units for high-level event detection.
Proceedings of the INTERSPEECH 2013, 2013

Variable-Span out-of-vocabulary named entity detection.
Proceedings of the INTERSPEECH 2013, 2013

Exploiting Stroke Orientation for CRF Based Binarization of Historical Documents.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Multilingual OCR research and applications: an overview.
Proceedings of the 4th International Workshop on Multilingual OCR, 2013

Detecting OOV Names in Arabic Handwritten Data.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Graph based multimodal word clustering for video event detection.
Proceedings of the IEEE International Conference on Acoustics, 2013

ASR error detection in a conversational spoken language translation system.
Proceedings of the IEEE International Conference on Acoustics, 2013

Leveraging Arabic-English Bilingual Corpora with Crowd Sourcing-Based Annotation for Arabic-Hebrew SMT.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Incremental Topic-Based Translation Model Adaptation for Conversational Spoken Language Translation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Active error detection and resolution for speech-to-speech translation.
Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Compact Audio Representation for Event Detection in Consumer Media.
Proceedings of the INTERSPEECH 2012, 2012

Robust Event Detection From Spoken Content In Consumer Domain Videos.
Proceedings of the INTERSPEECH 2012, 2012

Detecting OOV Named-Entities in Conversational Speech.
Proceedings of the INTERSPEECH 2012, 2012

Detecting near-duplicate document images using interest point matching.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Extracting information from handwritten content in census forms.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Document recognition and translation system for unconstrained Arabic documents.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Statistical Machine Translation as a Language Model for Handwriting Recognition.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Applying Discriminatively Optimized Feature Transform for HMM-based Off-Line Handwriting Recognition.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Automatic pronunciation prediction for text-to-speech synthesis of dialectal arabic in a speech-to-speech translation system.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval.
Proceedings of the Computer Vision - ECCV 2012, 2012

Local Segmentation of Touching Characters Using Contour Based Shape Decomposition.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Multimodal feature fusion for robust event detection in web videos.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Robust named entity detection from optical character recognition output.
IJDAR, 2011

Audio-visual fusion using bayesian model combination for web video retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Unsupervised Audio Analysis for Categorizing Heterogeneous Consumer Domain Videos.
Proceedings of the INTERSPEECH 2011, 2011

Online Speech Activity Detection in Broadcast News.
Proceedings of the INTERSPEECH 2011, 2011

On-Line Language Model Biasing for Multi-Pass Automatic Speech Recognition.
Proceedings of the INTERSPEECH 2011, 2011

Source Error-Projection for Sample Selection in Phrase-Based SMT for Resource-Poor Languages.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Large-scale, real-time logo recognition in broadcast videos.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Automated image quality assessment for camera-captured OCR.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Text Extraction from Video Using Conditional Random Fields.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Graph Clustering-Based Ensemble Method for Handwritten Text Line Segmentation.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Handwritten and Typewritten Text Identification and Recognition Using Hidden Markov Models.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

OCR-Driven Writer Identification and Adaptation in an HMM Handwriting Recognition System.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Open-set speaker identification in broadcast news.
Proceedings of the IEEE International Conference on Acoustics, 2011

Discriminative Acoustic Event Recognition in multimedia recordings.
Proceedings of the 19th European Signal Processing Conference, 2011

Shape codebook based handwritten and machine printed text zone extraction.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

Wavelet Band-pass Filters for Matching Multiple Templates in Real-time.
Proceedings of the British Machine Vision Conference, 2011

On-line Language Model Biasing for Statistical Machine Translation.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
An unsupervised boosting technique for refiningword alignment.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Mutual information analysis for feature and sensor subset selection in surface electromyography based speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

Multi resolution discriminative models for subvocalic speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

Phrase alignment confidence for statistical machine translation.
Proceedings of the INTERSPEECH 2010, 2010

Consensus Network Based Hypotheses Combination for Arabic Offline Handwriting Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Stochastic Segment Model Adaptation for Offline Handwriting Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Improvements in HMM Adaptation for Handwriting Recognition Using Writer Identification and Duration Adaptation.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Evaluating different confirmation strategies for speech-to-speech translation systems.
Proceedings of the IEEE International Conference on Acoustics, 2010

Pashto speech recognition with limited pronunciation lexicon.
Proceedings of the IEEE International Conference on Acoustics, 2010

Discriminative Sample Selection for Statistical Machine Translation.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

The BBN document analysis service: a platform for multilingual document translation.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Gabor features for offline Arabic handwriting recognition.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

2009
Development and internal evaluation of speech-to-speech translation technology at BBN.
Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems, 2009

Two-way speech-to-speech translation for communicating across language barriers.
Proceedings of the 2009 International Workshop on Spoken Language Translation, 2009

Nested state indexing in pairwise Markov networks for fast handwritten document image rule-line removal.
Proceedings of the International Conference on Image Processing, 2009

Improvements in BBN's HMM-Based Offline Arabic Handwriting Recognition System.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Stochastic Segment Modeling for Offline Handwriting Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Unsupervised HMM Adaptation Using Page Style Clustering.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A stroke regeneration method for cleaning rule-lines in handwritten document images.
Proceedings of the International Workshop on Multilingual OCR, 2009

Context-dependent pronunciation modeling for Iraqi ASR.
Proceedings of the IEEE International Conference on Acoustics, 2009

Robust named entity detection using an Arabic offline handwriting recognition system.
Proceedings of the Third Workshop on Analytics for Noisy Unstructured Text Data, 2009

2008
Name aware speech-to-speech translation for English/Iraqi.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Recent improvements in BBN's English/Iraqi speech-to-speech translation system.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Rapid development of an English/farsi speech-to-speech translation system.
Proceedings of the 2008 International Workshop on Spoken Language Translation, 2008

Improvements in hidden Markov model based Arabic OCR.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Robust named entity detection in videotext using character lattices.
Proceedings of the IEEE International Conference on Acoustics, 2008

Recent improvements and performance analysis of ASR and MT in a speech-to-speech translation system.
Proceedings of the IEEE International Conference on Acoustics, 2008

Multi-frame combination for robust videotext recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

Semi-supervised topic classification for low resource languages.
Proceedings of the IEEE International Conference on Acoustics, 2008

End-to-End Trainable Thai OCR System Using Hidden Markov Models.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Comparison of Spoken and Visual Natural Language Content in Video.
Proceedings of the Multimedia Information Extraction, 2008

2007
Finding structure in noisy text: topic classification and unsupervised clustering.
IJDAR, 2007

The BBN 2007 displayless English/iraqi speech-to-speech translation system.
Proceedings of the INTERSPEECH 2007, 2007

Improvements in machine translation for English/iraqi speech translation.
Proceedings of the INTERSPEECH 2007, 2007

Character-Stroke Detection for Text-Localization and Extraction.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Robust Page Segmentation Based on Smearing and Error Correction Unifying Top-down and Bottom-up Approaches.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Optimal Estimation of Rejection Thresholds for Topic Spotting.
Proceedings of the IEEE International Conference on Acoustics, 2007

Semantic translation error rate for evaluating translation systems.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
Design and Evaluation of the 2006 BBN English/Iraqi Two-Way speech Translation System.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Multi-lingual Offline Handwriting Recognition Using Hidden Markov Models: A Script-Independent Approach.
Proceedings of the Arabic and Chinese Handwriting Recognition, 2006

A hybrid phrase-based/statistical speech translation system.
Proceedings of the INTERSPEECH 2006, 2006

Colloquial Iraqi ASR for speech translation.
Proceedings of the INTERSPEECH 2006, 2006

2005
Character Duration Modeling for Speed Improvements in the BBN Byblos OCR System.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Performance Improvements to the BBN Byblos OCR System.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

The BBN Byblos Hindi OCR system.
Proceedings of the Document Recognition and Retrieval XII, 2005

2004
The BBN Byblos Japanese OCR System.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Surprise! What's in a Cebuano or Hindi Name?
ACM Trans. Asian Lang. Inf. Process., 2003

Design and evaluation of a limited two-way speech translator.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
Design for a speech-to-speech translator for field use.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Speech-enabled natural language call routing: BBN call director.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

A scalable architecture for Directory Assistance automation.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Multilingual Machine Printed OCR.
IJPRAI, 2001

Videotext OCR Using Hidden Markov Models.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

1999
Robust OCR of Degraded Documents.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Advances in the BBN BYBLOS OCR System.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1997
A general formulation for iterative restoration methods.
IEEE Trans. Signal Processing, 1997


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