David S. Doermann

Orcid: 0000-0003-1639-4561

Affiliations:
  • University at Buffalo, USA
  • University of Maryland, USA (former)


According to our database1, David S. Doermann authored at least 311 papers between 1992 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to research and development of automatic analysis and processing of document page imaging".

Timeline

Legend:

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Online presence:

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Bibliography

2024
Future of software development with generative AI.
Autom. Softw. Eng., June, 2024

Document Image Quality Assessment: A Survey.
ACM Comput. Surv., February, 2024

ChartReformer: Natural Language-Driven Chart Image Editing.
CoRR, 2024

Federated Learning via Input-Output Collaborative Distillation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Neural Networks with Model Compression
Springer, ISBN: 978-981-99-5067-6, 2024

2023
Anti-Bandit for Neural Architecture Search.
Int. J. Comput. Vis., October, 2023

Adaptive Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Federated Learning With Privacy-Preserving Ensemble Attention Distillation.
IEEE Trans. Medical Imaging, 2023

Few-Shot Learning with Complex-Valued Neural Networks and Dependable Learning.
Int. J. Comput. Vis., 2023

The Analysis and Extraction of Structure from Organizational Charts.
CoRR, 2023

Player Re-Identification Using Body Part Appearences.
CoRR, 2023

A Survey on Change Detection Techniques in Document Images.
CoRR, 2023

A Survey on Figure Classification Techniques in Scientific Documents.
CoRR, 2023

Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler.
CoRR, 2023

LineFormer: Rethinking Line Chart Data Extraction as Instance Segmentation.
CoRR, 2023

Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Language-guided Human Motion Synthesis with Atomic Actions.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Context-Aware Chart Element Detection.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

LineFormer: Line Chart Data Extraction Using Instance Segmentation.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

A Survey and Approach to Chart Classification.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

SpaDen: Sparse and Dense Keypoint Estimation for Real-World Chart Understanding.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

SOAR: Scene-debiasing Open-set Action Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Progressive Multi-View Human Mesh Recovery with Self-Supervision.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Knowledge Enforcement Network-Based Approach for Classifying a Photographer's Images.
Int. J. Pattern Recognit. Artif. Intell., December, 2022

BiRe-ID: Binary Neural Network for Efficient Person Re-ID.
ACM Trans. Multim. Comput. Commun. Appl., 2022

iffDetector: Inference-Aware Feature Filtering for Object Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Multi-UAV Mobile Edge Computing and Path Planning Platform Based on Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

PIMNet: Physics-Infused Neural Network for Human Motion Prediction.
IEEE Robotics Autom. Lett., 2022

Data-adaptive binary neural networks for efficient object detection and recognition.
Pattern Recognit. Lett., 2022

Smart mask - Wearable IoT solution for improved protection and personal health.
Internet Things, 2022

Towards Compact 1-bit CNNs via Bayesian Learning.
Int. J. Comput. Vis., 2022

Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation.
CoRR, 2022

Uncertainty Learning towards Unsupervised Deformable Medical Image Registration.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

PREF: Predictability Regularized Neural Motion Fields.
Proceedings of the Computer Vision - ECCV 2022, 2022

Self-supervised Human Mesh Recovery with Cross-Representation Alignment.
Proceedings of the Computer Vision - ECCV 2022, 2022

MagFormer: Hybrid Video Motion Magnification Transformer from Eulerian and Lagrangian Perspectives.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Learning modulation filter networks for weak signal detection in noise.
Pattern Recognit., 2021

Chart Mining: A Survey of Methods for Automated Chart Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

MIDPhyNet: Memorized infusion of decomposed physics in neural networks to model dynamic systems.
Neurocomputing, 2021

Rectified Binary Convolutional Networks with Generative Adversarial Learning.
Int. J. Comput. Vis., 2021

Binarized Neural Architecture Search for Efficient Object Recognition.
Int. J. Comput. Vis., 2021

Associative Adversarial Learning Based on Selective Attack.
CoRR, 2021

Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track.
CoRR, 2021

Cogradient Descent for Dependable Learning.
CoRR, 2021

Oriented Object Detection with Transformer.
CoRR, 2021

Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections.
CoRR, 2021

Fast and Unsupervised Neural Architecture Evolution for Visual Representation Learning.
IEEE Comput. Intell. Mag., 2021

Style Consistent Image Generation for Nuclei Instance Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Deformable Gabor Feature Networks for Biomedical Image Classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Using Physiological Information to Classify Task Difficulty in Human-Swarm Interaction.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Learning Robot Swarm Tactics over Complex Adversarial Environments.
Proceedings of the International Symposium on Multi-Robot and Multi-Agent Systems, 2021

Uncertainty-aware Binary Neural Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Self-Supervised Learning for Monocular Depth Estimation on Minimally Invasive Surgery Scenes.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

IDARTS: Interactive Differentiable Architecture Search.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Ensemble Attention Distillation for Privacy-Preserving Federated Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

HH-CompWordNet: Holistic Handwritten Word Recognition in the Compressed Domain.
Proceedings of the 31st Data Compression Conference, 2021

Layer-Wise Searching for 1-Bit Detectors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Circulant Binary Convolutional Networks for Object Recognition.
IEEE J. Sel. Top. Signal Process., 2020

A Review of Recent Advances of Binary Neural Networks for Edge Computing.
CoRR, 2020

iffDetector: Inference-aware Feature Filtering for Object Detection.
CoRR, 2020

CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks.
CoRR, 2020

A physics-aware learning architecture with input transfer networks for predictive modeling.
Appl. Soft Comput., 2020

Orthogonal Features Fusion Network for Anomaly Detection.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Using Physiological Measurements to Analyze the Tactical Decisions in Human Swarm Teams.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

What and How? Jointly Forecasting Human Action and Pose.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

The Fusion of Neural Architecture Search and Destruction and Construction Learning - First Classified.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

NAS-Count: Counting-by-Density with Neural Architecture Search.
Proceedings of the Computer Vision - ECCV 2020, 2020

Anti-bandit Neural Architecture Search for Model Defense.
Proceedings of the Computer Vision - ECCV 2020, 2020

Cogradient Descent for Bilinear Optimization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Binarized Neural Architecture Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
GiB: A <i>G</i>ame Theory <i>I</i>nspired <i>B</i>inarization Technique for Degraded Document Images.
IEEE Trans. Image Process., 2019

Planar content selection in images and videos using frontalness.
Pattern Recognit. Lett., 2019

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network.
CoRR, 2019

Face Recognition - A One-Shot Learning Perspective.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Learning Instance Activation Maps for Weakly Supervised Instance Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Towards Optimal Structured CNN Pruning via Generative Adversarial Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

One-Shot Learning-Based Handwritten Word Recognition.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Calibrated Stochastic Gradient Descent for Convolutional Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Application of Structural and Topological Features to Recognize Online Handwritten Bangla Characters.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Text and non-text separation in offline document images: a survey.
Int. J. Document Anal. Recognit., 2018

2017
IOD-CNN: Integrating object detection networks for event recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Blind Image Quality Assessment Based on High Order Statistics Aggregation.
IEEE Trans. Image Process., 2016

Content selection using frontalness evaluation of multiple frames.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

No-reference document image quality assessment based on high order image statistics.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Text Detection and Recognition in Imagery: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Machine-assisted authentication of paper currency: an experiment on Indian banknotes.
Int. J. Document Anal. Recognit., 2015

SHOE: Supervised Hashing with Output Embeddings.
CoRR, 2015

SHOE: Sibling Hashing with Output Embeddings.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Simultaneous estimation of image quality and distortion via multi-task convolutional neural networks.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Word-level script identification for handwritten Indic scripts.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Localized document image change detection.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Novel line verification for multiple instance focused retrieval in document collections.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A graphical model approach for matching partial signatures.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

JH2R: Joint Homography Estimation for Highlight Removal.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Structural similarity for document image classification and retrieval.
Pattern Recognit. Lett., 2014

Correcting Errors in Digital Lexicographic Resources Using a Dictionary Manipulation Language.
CoRR, 2014

Detecting Structural Irregularity in Electronic Dictionaries Using Language Modeling.
CoRR, 2014

A random forest system combination approach for error detection in digital dictionaries.
CoRR, 2014

A Belief Based Correlated Topic Model for Trajectory Clustering in Crowded Video Scenes.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Convolutional Neural Networks for Document Image Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Depth Structure Association for RGB-D Multi-target Tracking.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Signature Matching Using Supervised Topic Models.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust scene text detection using integrated feature discrimination.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

No-reference video quality assessment via feature learning.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A deep learning approach to document image quality assessment.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sharpness-aware document image mosaicing using graphcuts.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Combining Local Features for Offline Writer Identification.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Scalable ranked retrieval using document images.
Proceedings of the Document Recognition and Retrieval XXI, 2014

Beyond Human Opinion Scores: Blind Image Quality Assessment Based on Synthetic Scores.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Active Sampling for Subjective Image Quality Assessment.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Convolutional Neural Networks for No-Reference Image Quality Assessment.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Orientation Robust Text Line Detection in Natural Images.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Clutter noise removal in binary document images.
Int. J. Document Anal. Recognit., 2013

Document Image Quality Assessment: A Brief Survey.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Unsupervised Classification of Structurally Similar Document Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Writer Identification Using an Alphabet of Contour Gradient Descriptors.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

VisualDiff: Document Image Verification and Change Detection.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Large-Scale Signature Matching Using Multi-stage Hashing.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Real-Time No-Reference Image Quality Assessment Based on Filter Learning.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Scene Text Detection via Integrated Discrimination of Component Appearance and Consensus.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

A Dataset for Quality Assessment of Camera Captured Document Images.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

2012
No-Reference Image Quality Assessment Using Visual Codebooks.
IEEE Trans. Image Process., 2012

Linguistic Resources for Handwriting Recognition and Translation Evaluation.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Learning features for predicting OCR accuracy.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning document structure for retrieval and classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Sharpness estimation for document and scene images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning Text-Line Segmentation Using Codebooks and Graph Partitioning.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

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

Logo Retrieval in Document Images.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Unsupervised feature learning framework for no-reference image quality assessment.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR'd Text.
Proceedings of the COLING 2012, 2012

2011
Cross-Language Entity Linking in Maryland during a Hurricane.
Proceedings of the Fourth Text Analysis Conference, 2011

Cross-Language Entity Linking.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

No-reference image quality assessment based on visual codebook.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Document Image Classification and Labeling Using Multiple Instance Learning.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Segmentation of Handwritten Textlines in Presence of Touching Components.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Fast Rule-Line Removal Using Integral Images and Support Vector Machines.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Template Based Segmentation of Touching Components in Handwritten Text Lines.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Offline Writer Identification Using K-Adjacent Segments.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Stroke-Like Pattern Noise Removal in Binary Document Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Overview of the FIRE 2011 RISOT Task.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

Maryland at FIRE 2011: Retrieval of OCR'd Bengali.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

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

2010
Performance Evaluation Tools for Zone Segmentation and Classification (PETS).
Proceedings of the 20th International Conference on Pattern Recognition, 2010

The Evolution of Document Authentication.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Handwritten Arabic text line segmentation using affinity propagation.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Context-aware and content-based dynamic Voronoi page segmentation.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009
Language identification for handwritten document images using a shape codebook.
Pattern Recognit., 2009

Signature Detection and Matching for Document Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Offline Loop Investigation for Handwriting Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Mosaicing of camera-captured document images.
Comput. Vis. Image Underst., 2009

Logo Matching for Document Image Retrieval.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Voronoi++: A Dynamic Page Segmentation Approach Based on Voronoi and Docstrum Features.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Page Rule-Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Review of Classifier Combination Methods.
Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

Combining Classifiers with Informational Confidence.
Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

VCode - Pervasive Data Transfer Using Video Barcode.
IEEE Trans. Multim., 2008

Geometric Rectification of Camera-Captured Document Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Script-Independent Text Line Segmentation in Freestyle Handwritten Documents.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Mobile Retriever: access to digital documents from their physical source.
Int. J. Document Anal. Recognit., 2008

A camera-based mobile data channel: capacity and analysis.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A Novel 2D Marker Design and Application for Object Tracking and Event Detection.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Support Vector Data Description for image categorization from Internet images.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Mobile Visual Aid Tools for Users with Visual Impairments.
Proceedings of the Mobile Multimedia Processing: Fundamentals, 2008

Document-zone classification using partial least squares and hybrid classifiers.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Signature-Based Document Image Retrieval.
Proceedings of the Computer Vision, 2008

Learning Visual Shape Lexicon for Document Image Content Recognition.
Proceedings of the Computer Vision, 2008

Re-targetable OCR with Intelligent Character Segmentation.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
Document Image Mosaicing with Mobile Phones.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Automatic Document Logo Detection.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

An Interactive Approach to Pose-Assisted and Appearance-based Segmentation of Humans.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Hierarchical Part-Template Matching for Human Detection and Segmentation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Learning Higher-order Transition Models in Medium-scale Camera Networks.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Multi-scale Structural Saliency for Signature Detection.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Object Detection Using Shape Codebook.
Proceedings of the British Machine Vision Conference 2007, 2007

Simultaneous Appearance Modeling and Segmentation for Matching People Under Occlusion.
Proceedings of the Computer Vision, 2007

2006
Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Video retrieval of near-duplicates using kappa-nearest neighbor retrieval of spatio-temporal descriptors.
Multim. Tools Appl., 2006

Morphology Induction from Limited Noisy Data Using Approximate String Matching.
Proceedings of the Eighth Meeting of the ACL Special Interest Group on Computational Phonology and Morphology, 2006

Imaging as an alternative data channel for camera phones.
Proceedings of the 5th International Conference on Mobile and Ubiquitous Multimedia, 2006

Document Image Retrieval Based on Layout Structural Similarity.
Proceedings of the 2006 International Conference on Image Processing, 2006

Camera-Based Document Image Mosaicing.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Detecting Text Lines in Handwritten Documents.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Adaptive Transformation-Based Learning for Improving Dictionary Tagging.
Proceedings of the EACL 2006, 2006

A robust stamp detection framework on degraded documents.
Proceedings of the Document Recognition and Retrieval XIII, 2006

DOCLIB: a software library for document processing.
Proceedings of the Document Recognition and Retrieval XIII, 2006

2005
A Parallel-Line Detection Algorithm Based on HMM Decoding.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Camera-based analysis of text and documents: a survey.
Int. J. Document Anal. Recognit., 2005

Fast camera motion estimation for hand-held devices and applications.
Proceedings of the 4th International Conference on Mobile and Ubiquitous Multimedia, 2005

Handwriting Matching and Its Application to Handwriting Synthesis.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Adaptive OCR with Limited User Feedback.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Selection of Classifiers for the Construction of Multiple Classifier Systems.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Identifying Script onWord-Level with Informational Confidenc.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Document Ranking by Layout Relevance.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Robust Point Matching for Two-Dimensional Nonrigid Shapes.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Model of Object-Based Coding for Surveillance Video.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Font identification using the grating cell texture operator.
Proceedings of the Document Recognition and Retrieval XII, 2005

Flattening Curved Documents in Images.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Multimedia applications: beyond similarity searches.
Proceedings of the Second International Workshop on Computer Vision meets Databases, 2005

2004
Automatic recognition of spontaneous speech for access to multilingual oral history archives.
IEEE Trans. Speech Audio Process., 2004

Machine Printed Text and Handwriting Identification in Noisy Document Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

An appearance-based approach for consistent labeling of humans and objects in video.
Pattern Anal. Appl., 2004

Shot Boundary Detection Using Pixel-To-Neighbor Image Differences in Video.
Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Mining tools for surveillance video.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Building an information retrieval test collection for spontaneous conversational speech.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Document Image Ground Truth Generation from Electronic Text.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Adaptive Word Style Classification Using a Gaussian Mixture Model.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Product Approximation by Minimizing the Upper Bound of Bayes Error Rate for Bayesian Combination of Classifiers.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Word level script identification for scanned document images.
Proceedings of the Document Recognition and Retrieval XI, 2004

Representation and Recognition of Events in Surveillance Video Using Petri Nets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Adaptive Hindi OCR using generalized Hausdorff image comparison.
ACM Trans. Asian Lang. Inf. Process., 2003

Measuring Structural Similarity of Document Pages for Searching Document Image Databases.
Proceedings of the Signal and Image Processing (SIP 2003), 2003

Desparately Seeking Cebuano.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Acquisition of bilingual MT lexicons from OCRed dictionaries.
Proceedings of Machine Translation Summit IX: Papers, 2003

Video retrieval using spatio-temporal descriptors.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Sports video classification using HMMS.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Issues in the transmission, analysis, storage and retrieval of surveillance video.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

An appearance based approach for human and object tracking.
Proceedings of the 2003 International Conference on Image Processing, 2003

Text Identification in Noisy Document Images Using Markov Random Field.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

A Model-based Line Detection Algorithm in Documents.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Gabor Filter Based Multi-class Classifier for Scanned Document Images.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Evaluation of the Information-Theoretic Construction of Multiple Classifier Systems.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Combining Multiple Classifiers based on Third-Order Dependency.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Progress in Camera-Based Document Image Analysis.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Bootstrapping structured page segmentation.
Proceedings of the Document Recognition and Retrieval X, 2003

Content features for logical document labeling.
Proceedings of the Document Recognition and Retrieval X, 2003

Background Line Detection with A Stochastic Model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
Video Indexing and Retrieval at UMD.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Binarization of Low Quality Text Using a Markov Random Field Model.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Temporal Color Correlograms for Video Retrieval.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Performance Evaluation of Object Detection Algorithms.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Page Classification through Logical Labelling.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Beam Search for Feature Selection in Automatic SVM Defect Classification.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Hidden loop recovery for handwriting recognition.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

The TREC2001 Video Track: Information Retrieval on Digital Video Information.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2002

Text quality estimation in video.
Proceedings of the Document Recognition and Retrieval IX, 2002

Translation lexicon acquisition from bilingual dictionaries.
Proceedings of the Document Recognition and Retrieval IX, 2002

The Segmentation and Identification of Handwriting in Noisy Document Images.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Logical Labeling of Document Images Using Layout Graph Matching with Adaptive Learning.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Video indexing and retrieval based on recognized text.
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001
Forgery Detection by Local Correspondence.
Int. J. Pattern Recognit. Artif. Intell., 2001

Classification of document pages using structure-based features.
Int. J. Document Anal. Recognit., 2001

TREC-10 Experiments at University of Maryland CLIR and Video.
Proceedings of The Tenth Text REtrieval Conference, 2001

Hybrid independent component analysis and support vector machine learning scheme for face detection.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Automatic text detection and tracking in digital video.
IEEE Trans. Image Process., 2000

Residual coding in document image compression.
IEEE Trans. Image Process., 2000

Identifying sports videos using replay, text, and camera motion features.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Event Detection from MPEG Video in the Compressed Domain.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Video Text Detection System Based on Automated Training.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Superresolution-Based Enhancement of Text in Digital Video.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Off-Line Skilled Forgery Detection Using Stroke and Sub-Stroke Properties.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Tools and Techniques for Video Performance Evaluation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Image Distance Using Hidden Markov Models.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Live Multimedia Adaptation Through Wireless Hybrid Networks.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Classification of document page images based on visual similarity of layout structures.
Proceedings of the Document Recognition and Retrieval VII, 2000

1999
Special-effect edit detection using VideoTrails: a comparison with existing techniques.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

Detection of slow-motion replay sequences for identifying sports videos.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Text enhancement in digital video using multiple frame integration.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Building mosaics from video using MPEG motion vectors.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Network-Diffused Media Scaling for Multimedia Content Services.
Proceedings of the Interactive Distributed Multimedia Systems and Telecommunication Services, 1999

A Robust Method for Unknown Forms Analysis.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

On Musical Score Recognition using Probabilistic Reasoning.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Model-Based Graphics Recognition.
Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999

Text enhancement in digital video.
Proceedings of the Document Recognition and Retrieval VI, 1999

1998
Document Image Coding for Processing and Retrieval.
J. VLSI Signal Process., 1998

Indexing and retrieval of the MPEG compressed video.
J. Electronic Imaging, 1998

The function of documents.
Image Vis. Comput., 1998

The detection of duplicates in document image databases.
Image Vis. Comput., 1998

Editorial.
Int. J. Document Anal. Recognit., 1998

Symbolic Compression and Processing of Document Images.
Comput. Vis. Image Underst., 1998

The Indexing and Retrieval of Document Images: A Survey.
Comput. Vis. Image Underst., 1998

Developing High-Level Representations of Video Clips using VideoTrails.
Proceedings of the Storage and Retrieval for Image and Video Databases VI, 1998

Automatic text tracking in digital videos.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Video Summarization by Curve Simplification.
Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

Automatic identification of text in digital video key frames.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Text Extraction, Enhancement and OCR in Digital Video.
Proceedings of the Document Analysis Systems: Theory and Practice, Third IAPR Workshop, 1998

1997
Multiscale Segmentation of Unstructured Document Pages Using Soft Decision Integration.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Compressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video.
Proceedings of the Storage and Retrieval for Image and Video Databases V, 1997

Extraction of features for indexing MPEG-compressed video.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

The role of compressed document images in transmission and retrieval.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

<i>VideoTrails</i>: Representing and Visualizing Structure in Video Sequences.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

OCR-based rate-distortion analysis of residual coding.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A distributed management system for testing document image analysis algorithms.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Local correspondence for detecting random forgeries.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

The Retrieval of Document Images: A Brief Survey.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

An Introduction to Vectorization and Segmentation.
Proceedings of the Graphics Recognition, 1997

Locally adaptive document skew detection.
Proceedings of the Document Recognition IV, San Jose, CA, USA, February 8, 1997, 1997

Graphical Tools and Techniques for Querying Document Image Databases.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

Techniques for the Automated Testing of Document Analysis Algorithms.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

1996
Applying algebraic and differential invariants for logo recognition.
Mach. Vis. Appl., 1996

Structural compression for document analysis.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Structure-preserving document image compression.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

The Development of a General Framework for Intelligent Document Image Retrieval.
Proceedings of the Document Analysis Systems II, 1996

1995
Recovery of temporal information from static images of handwriting.
Int. J. Comput. Vis., 1995

Robust table-form structure analysis based on box-driven reasoning.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Quantitative Measurement of the Performance of Raster-to-Vector Conversion Algorithms.
Proceedings of the Graphics Recognition, 1995

1994
Instrument grasp: a model and its effects on handwritten strokes.
Pattern Recognit., 1994

Page segmentation using decision integration and wavelet packets.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Logo recognition using geometric invariants.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

The processing of form documents.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Image based typographic analysis of documents.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
Temporal clues in handwriting.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992


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