Santanu Chaudhury

Orcid: 0000-0002-5488-7773

According to our database1, Santanu Chaudhury authored at least 341 papers between 1988 and 2024.

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

Timeline

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Bibliography

2024
Development of Character Recognition Model Inspired by Visual Explanations.
IEEE Trans. Artif. Intell., March, 2024

LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Explainable few-shot learning with visual explanations on a low resource pneumonia dataset.
Pattern Recognit. Lett., December, 2023

Homogeneous-Heterogeneous Hybrid Ensemble for concept-drift adaptation.
Neurocomputing, November, 2023

A survey on biometric cryptosystems and their applications.
Comput. Secur., November, 2023

Towards explainable deep visual saliency models.
Comput. Vis. Image Underst., October, 2023

Federated learning based driver recommendation for next generation transportation system.
Expert Syst. Appl., September, 2023

AnoLeaf: Unsupervised Leaf Disease Segmentation via Structurally Robust Generative Inpainting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Dr. MTL: Driver Recommendation using Federated Multi-Task Learning.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

On AI-Assisted Pneumoconiosis Detection from Chest X-rays.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

DriveBFR: Driver Behavior and Fuel-Efficiency-Based Recommendation System.
IEEE Trans. Comput. Soc. Syst., 2022

Temporal Causal Modelling on Large Volume Enterprise Data.
IEEE Trans. Big Data, 2022

Multi-task driven explainable diagnosis of COVID-19 using chest X-ray images.
Pattern Recognit., 2022

Multiresolution visual enhancement of hazy underwater scene.
Multim. Tools Appl., 2022

EG-SNIK: A Free Viewing Egocentric Gaze Dataset and Its Applications.
IEEE Access, 2022

TARSNet: Topology Aware Root Segmentation Network for plant phenotyping.
Proceedings of the Thirteenth Indian Conference on Computer Vision, 2022

Lighter and Faster Two-Pathway CMRNet for Video Saliency Prediction.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Vision Based Identification and Force Control of Industrial Robots
404, Springer, ISBN: 978-981-16-6989-7, 2022

2021
DFTNet: Deep Fish Tracker With Attention Mechanism in Unconstrained Marine Environments.
IEEE Trans. Instrum. Meas., 2021

Hybrid MPSO-CNN: Multi-level Particle Swarm optimized hyperparameters of Convolutional Neural Network.
Swarm Evol. Comput., 2021

Deep learning-based gas identification and quantification with auto-tuning of hyper-parameters.
Soft Comput., 2021

An Ontology Representation Language for Multimedia Event Applications.
J. Web Eng., 2021

Deriving Explanation of Deep Visual Saliency Models.
CoRR, 2021

Understanding Character Recognition using Visual Explanations Derived from the Human Visual System and Deep Networks.
CoRR, 2021

Unsupervised Learning of Affinity for Image Segmentation: An Inpainting based Approach.
Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021

Automated detection of COVID-19 on a small dataset of chest CT images using metric learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Pneumonia Classification Using Few-Shot Learning with Visual Explanations.
Proceedings of the Intelligent Human Computer Interaction, 2021

Gas Discrimination & Quantification using Sensor Array with 3D Convolution Regression Dual Network.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Online Pattern Recognition of Time-series Gas Sensor Data with Adaptive 2D-CNN Ensemble.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Lighter and Faster Cross-Concatenated Multi-Scale Residual Block Based Network for Visual Saliency Prediction.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Video Classification using SlowFast Network via Fuzzy rule.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Smart City Umbrella Ontology : Context -Driven Framework For Traffic Planning.
Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

2020
Walsh-Hadamard-Kernel-Based Features in Particle Filter Framework for Underwater Object Tracking.
IEEE Trans. Ind. Informatics, 2020

Automatic lecture video skimming using shot categorization and contrast based features.
Expert Syst. Appl., 2020

Compressive sensing based privacy for fall detection.
CoRR, 2020

Data Adaptive Compressed Sensing using deep neural network for Image recognition.
Proceedings of the 2020 National Conference on Communications, 2020

Eye Movement State Trajectory Estimator based on Ancestor Sampling.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Bone Age Assessment for Lower Age Groups Using Triplet Network in Small Dataset of Hand X-Rays.
Proceedings of the Intelligent Human Computer Interaction, 2020

Using Scene Graphs for Detecting Visual Relationships.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Collaborative Human Machine Attention Module for Character Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Hierarchical Framework for Leaf Instance Segmentation: Application to Plant Phenotyping.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Ultrasound Image Segmentation: A Deeply Supervised Network With Attention to Boundaries.
IEEE Trans. Biomed. Eng., 2019

Image super resolution using distributed locality sensitive hashing for manifold learning.
Multim. Tools Appl., 2019

Memorability-based image compression.
IET Image Process., 2019

DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks.
CoRR, 2019

Guided Compositional Generative Adversarial Networks.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Gradually Growing Residual and Self-attention Based Dense Deep Back Projection Network for Large Scale Super-Resolution of Image.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Context-Aware Reasoning Framework for Multi-user Recommendations in Smart Home.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Real-Time Vehicle Detection in Aerial Images Using Skip-Connected Convolution Network with Region Proposal Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Data Driven Sensing for Action Recognition Using Deep Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Classification of Motor Imagery EEG Signal for Navigation of Brain Controlled Drones.
Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

An End-to-End Trainable Framework for Joint Optimization of Document Enhancement and Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Intelligent Identification of Ornamental Devanagari Characters Inspired by Visual Fixations.
Proceedings of the Second International Workshop on Machine Learning, 2019



2018
Edge Probability and Pixel Relativity-Based Speckle Reducing Anisotropic Diffusion.
IEEE Trans. Image Process., 2018

Tractography-Based Score for Learning Effective Connectivity From Multimodal Imaging Data Using Dynamic Bayesian Networks.
IEEE Trans. Biomed. Eng., 2018

Ultrasound Image Enhancement Using Structure Oriented Adversarial Network.
IEEE Signal Process. Lett., 2018

Spatio-contextual Gaussian mixture model for local change detection in underwater video.
Expert Syst. Appl., 2018

Clustering short temporal behaviour sequences for customer segmentation using LDA.
Expert Syst. J. Knowl. Eng., 2018

NEMGAN: Noise Engineered Mode-matching GAN.
CoRR, 2018

Locate, Segment and Match: A Pipeline for Object Matching and Registration.
CoRR, 2018

Unsupervised Despeckling.
CoRR, 2018

Joint Image Classification and Annotation Prediction Using Iterative Learning on Local Neighbourhood.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

An Ontology-based Context-aware IoT Framework for Smart Surveillance.
Proceedings of the 3rd International Conference on Smart City Applications, 2018

Some Comments on Variational Bayes Block Sparse Modeling with Correlated Entries.
Proceedings of the Reproducible Research in Pattern Recognition, 2018

Segmentation of Vascular Regions in Ultrasound Images: A Deep Learning Approach.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Effect of Devanagari Font Type in Reading Comprehension: An Eye Tracking Study.
Proceedings of the Intelligent Human Computer Interaction - 10th International Conference, 2018

Sparse Signal Recovery for Multiple Measurement Vectors with Temporally Correlated Entries: A Bayesian Perspective.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Temporal Modeling of EEG Signals using Block Sparse Variational Bayes Framework.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Variational Bayes Block Sparse Modeling with Correlated Entries.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Automatic Quantification of Stomata for High-Throughput Plant Phenotyping.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Despeckling CNN with Ensembles of Classical Outputs.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Convolutional Neural Networks Based Framework for Estimation of Stomata Density and Structure from Microscopic Images.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

IRGUN: Improved Residue Based Gradual Up-Scaling Network for Single Image Super Resolution.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2D-3D CNN Based Architectures for Spectral Reconstruction From RGB Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Activity Recognition for Indoor Fall Detection in 360-Degree Videos Using Deep Learning Techniques.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Integrated Semi-Supervised Model for Learning and Classification.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017
A Novel Hybrid Kinect-Variety-Based High-Quality Multiview Rendering Scheme for Glass-Free 3D Displays.
IEEE Trans. Circuits Syst. Video Technol., 2017

A Data and Model-Parallel, Distributed and Scalable Framework for Training of Deep Networks in Apache Spark.
CoRR, 2017

An IoT approach for context-aware smart traffic management using ontology.
Proceedings of the International Conference on Web Intelligence, 2017

FPGA-Based Smart Camera System for Real-Time Automated Video Surveillance.
Proceedings of the VLSI Design and Test - 21st International Symposium, 2017

Image Annotation Using Latent Components and Transmedia Association.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Space-Time Super-Resolution Using Deep Learning Based Framework.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Unlocking the Mechanism of Devanagari Letter Identification Using Eye Tracking.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Incremental Learning of Non-stationary Temporal Causal Networks for Telecommunication Domain.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Smart Water Management: An Ontology-Driven Context-Aware IoT Application.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Unsupervised Feature Descriptors Based Facial Tracking over Distributed Geospatial Subspaces.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Extraction of Phenotypic Traits for Drought Stress Study Using Hyperspectral Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

An End-to-End Deep Learning Framework for Super-Resolution Based Inpainting.
Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

Multi-modal Image Analysis for Plant Stress Phenotyping.
Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

Phenotyping of xylem vessels for drought stress analysis in rice.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Edge Aware Geometric Filter for Ultrasound Image Enhancement.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Deep learning based frameworks for image super-resolution and noise-resilient super-resolution.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Multimedia ontology based complementary garment recommendation.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

A Noise-Resilient Super-Resolution Framework to Boost OCR Performance.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Improving Classical OCRs for Brahmic Scripts Using Script Grammar Learning.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017

Drought Stress Classification Using 3D Plant Models.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Code-Borrowedness of English words in Hindi Language.
Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

Development of a Low-Cost Education Platform: RoboMuse 4.0.
Proceedings of the Advances in Robotics, 2017

2016
Iris recognition based on sparse representation and k-nearest subspace with genetic algorithm.
Pattern Recognit. Lett., 2016

Defocus cue and saliency preserving video compression.
J. Electronic Imaging, 2016

Video analytics revisited.
IET Comput. Vis., 2016

Ranking academic institutions on potential paper acceptance in upcoming conferences.
CoRR, 2016

A Multi-view Non-parametric Clustering Approach to Mobile Subscriber Segmentation.
Proceedings of the 18th IEEE Conference on Business Informatics, 2016

Pose estimation of texture-less cylindrical objects in bin picking using sensor fusion.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Behavioral Study of Defocus Cue Preserving Image Compression Algorithm for Depth Perception.
Proceedings of the Intelligent Human Computer Interaction - 8th International Conference, 2016

High Frame Rate Real-Time Scene Change Detection System.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

Cardiac Ultrasound Image Enhancement Using Tissue Selective Total Variation Regularization.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

Scalable clustering and applications.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Info-Graphics Retrieval: A Multi-kernel Distance Based Hashing Scheme.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

Autoregressive hidden Markov model with missing data for modelling functional MR imaging data.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Recursive Structure from Motion.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

Depth estimation from single image using machine learning techniques.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Recognition based text localization from natural scene images.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Partial Multi-View Clustering using Graph Regularized NMF.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Automatic Selection of Parameters for Document Image Enhancement Using Image Quality Assessment.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Bin Picking Using Manifold Learning.
Proceedings of International Conference on Computer Vision and Image Processing, 2016

Artificial Immune Hybrid Photo Album Classifier.
Proceedings of International Conference on Computer Vision and Image Processing, 2016

Search result diversification in Flickr.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

Link Prediction in Heterogeneous Social Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Camera-based document image matching using multi-feature probabilistic information fusion.
Pattern Recognit. Lett., 2015

Real World Applications of Machine Learning Techniques over Large Mobile Subscriber Datasets.
CoRR, 2015

Cryptanalysis of Vigenere cipher using Cuckoo Search.
Appl. Soft Comput., 2015

Ontology based context aware situation tracking.
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

A Novel Approach for Image Super Resolution Using Kernel Methods.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Context-Based Semantic Tagging of Multimedia Data.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Real-Time Distributed Multi-object Tracking in a PTZ Camera Network.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Fixed Point Learning Based 3D Conversion of 2D Videos.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Framework for analysis of bio-inspired self-organization in urban pervasive system.
Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Perceptual Depth Preserving Saliency based Image Compression.
Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Stereo Pair Generation by Introducing Bokeh Effect in 2D Images.
Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Sparse representation based classifier to assess video quality.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Deep transfer learning with ontology for image classification.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Recommendation of complementary garments using ontology.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Multiple view 3-D reconstruction in water.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Automated conversion of 2D to 3D image using manifold learning.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Use of leaf colour for drought stress analysis in rice.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Echocardiogram view classification with appearance and spatial distributions.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

OCR for bilingual documents using language modeling.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A hypothesize-and-verify framework for text recognition using deep recurrent neural networks.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Document indexing framework for retrieval of degraded document images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Text recognition using deep BLSTM networks.
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

Parametric coding of texture in multi-view videos for 3DTV.
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

Recognizing Electronic Circuits to Enrich Web Documents for Electronic Simulation.
Proceedings of the Graphic Recognition. Current Trends and Challenges, 2015

Assessing assumptions of multivariate linear regression framework implemented for directionality analysis of fMRI.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automated monocular vision based system for picking textureless objects.
Proceedings of the 2015 Conference on Advances In Robotics, 2015

Pose estimation of a tilted pellet using single view from robot mounted camera.
Proceedings of the 2015 Conference on Advances In Robotics, 2015

2014
Off-line hand written input based identity determination using multi kernel feature combination.
Pattern Recognit. Lett., 2014

A flexible architecture for multi-view 3DTV based on uncalibrated cameras.
J. Vis. Commun. Image Represent., 2014

Feature combination for binary pattern classification.
Int. J. Document Anal. Recognit., 2014

Improving Collaborative Filtering based Recommenders using Topic Modelling.
CoRR, 2014

Improving Collaborative Filtering Based Recommenders Using Topic Modelling.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Detecting and Correlating Video-Based Event Patterns: An Ontology Driven Approach.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Exploring Bio-inspired Self-Organization for Developing Emergent Intelligence in Urban Super Organism.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Content-aware seamless stereoscopic 3D compositing.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Scene Text Analysis using Deep Belief Networks.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Digitization of Historic Inscription Images using Cumulants based Simultaneous Blind Source Extraction.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Kinect-Variety Fusion: A Novel Hybrid Approach for Artifacts-Free 3DTV Content Generation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Identifying Diverse Set of Images in Flickr.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Discovering User-Communities and Associated Topics from YouTube.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Design of Multi-kernel Distance Based Hashing with Multiple Objectives for Image Indexing.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Ontology driven contextual tagging of multimedia data.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

A Robust Online Signature Based Cryptosystem.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Newspaper Article Extraction Using Hierarchical Fixed Point Model.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Semantic clustering-based cross-domain recommendation.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Distributed Implementation of Latent Rating Pattern Sharing Based Cross-domain Recommender System Approach.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Enhancement and Retrieval of Historic Inscription Images.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Gait Recognition Based Online Person Identification in a Camera Network.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
MOWL: An ontology representation language for web-based multimedia applications.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Visual saliency guided video compression algorithm.
Signal Process. Image Commun., 2013

Word shape descriptor-based document image indexing: a new DBH-based approach.
Int. J. Document Anal. Recognit., 2013

Ontology For Multimedia Applications.
IEEE Intell. Informatics Bull., 2013

Towards Adaptive Multi-agent Planning in Cyber Physical Space.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Smart space construction: Integration of robots in a visual sensor network.
Proceedings of the 10th International Conference on Ubiquitous Robots and Ambient Intelligence, 2013

C-MAP: Framework for Multi-agent Planning in Cyber Physical Systems.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Incorporation of Particle Swarm Optimization in Adaptive Boosting.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Off-line skilled forgery detection on handwritten Devanagri script.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Monitoring a large surveillance space through distributed face matching.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Symmetry based 3D reconstruction of repeated cylinders.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Complete visual metrology using relative affine structure.
Proceedings of the Fourth National Conference on Computer Vision, 2013

High quality depth map estimation by kinect upsampling and hole filling using RGB features and mutual information.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Augmented paper system: A framework for User's Personalized Workspace.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Inferring actor communities from videos.
Proceedings of the INTERSPEECH 2013, 2013

An Intellectual Journey in History: Preserving Indian Cultural Heritage.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Video based adaptive road traffic signaling.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Most Discriminative Primitive Selection for Identity Determination Using Handwritten Devanagari Script.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Character Recognition Using Conditional Random Field Based Recognition Engine.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Multi-modal Information Integration for Document Retrieval.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Text graphic separation in Indian newspapers.
Proceedings of the 4th International Workshop on Multilingual OCR, 2013

Greedy Search for Active Learning of OCR.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Extending MOWL for Event Representation (E-MOWL).
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

An Ontology Based Personalized Garment Recommendation System.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Cylindrical Pellet Pose Estimation in Clutter using a Single Robot Mounted Camera.
Proceedings of the Advances In Robotics 2013, 2013

A novel variety-based 3DTV content generation scheme for casually captured sparse photo collections.
Proceedings of the 3DTV-Conference 2013: The True Vision, 2013

Space-Time Parameterized Variety Manifolds: A Novel Approach for Arbitrary Multi-perspective 3D View Generation.
Proceedings of the 2013 International Conference on 3D Vision, 2013

2012
Clustering for Multi-Perspective Video Analytics.
Proceedings of the Handbook on Soft Computing for Video Surveillance., 2012

Feature Combination in Kernel Space for Distance Based Image Hashing.
IEEE Trans. Multim., 2012

Acquisition of multimedia ontology: an application in preservation of cultural heritage.
Int. J. Multim. Inf. Retr., 2012

A Ubiquitous Image Tagging System Using User Context.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Shiksha: A Novel Architecture for Tele-teaching Using Handwriting as a Perceptually Significant Temporal Media.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

3DTV view generation with virtual pan/tilt/zoom functionality.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

An empirical intrinsic mode based characterization of Indian scripts.
Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

Content directed enhancement of degraded document images.
Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

A free viewpoint 3DTV system based on parameterized variety model.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Characterizing user-subgroups in Flickr Group: A block LDA based approach.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Finding Subgroups in a Flickr Group.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Discovering Activities and Their Temporal Significance.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Predicting User-to-content Links in Flickr Groups.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Parameterized Variety Based View Synthesis Scheme for Multi-view 3DTV.
Proceedings of the Computer Vision, 2012

Archiving Mural Paintings Using an Ontology Based Approach.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Parameterized variety for multi-view multi-exposure image synthesis and high dynamic range stereo reconstruction.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

2011
Nrityakosha: Preserving the intangible heritage of Indian classical dance.
ACM Journal on Computing and Cultural Heritage, 2011

Categorization and Reorientation of Images Based on Low Level Features.
J. Intell. Learn. Syst. Appl., 2011

Tissue classification in magnetic resonance images through the hybrid approach of Michigan and Pittsburg genetic algorithm.
Appl. Soft Comput., 2011

Uncalibrated Camera Based Interactive 3DTV.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

A Scheme for Attentional Video Compression.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Scene Categorization Using Topic Model Based Hierarchical Conditional Random Fields.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Perception-Based Design for Tele-presence.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Searching OCR'ed Text: An LDA Based Approach.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Document Image Indexing Using Edit Distance Based Hashing.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Compression Scheme for Handwritten Patterns Based on Curve Fitting.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A CRF Based Scheme for Overlapping Multi-colored Text Graphics Separation.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A hybrid framework for event detection using multi-modal features.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Disaster management using mobile robots.
Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief, 2011

2010
Soft-computing based diagnostic tool for analyzing demyelination in magnetic resonance images.
Appl. Soft Comput., 2010

Road traffic model using distributed camera network.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Multiple kernel learning for image indexing.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Distributed framework for composite event recognition in a calibrated pan-tilt camera network.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

RBF based spatio-temporal representation technique for video compression.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Restricted affine motion compensation in video coding using particle filtering.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Document Image Retrieval Using Feature Combination in Kernel Space.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Texture mapping based video compression scheme.
Proceedings of the International Conference on Image Processing, 2010

Identity Determination with Offline Handwritten Input Using Multi Kernel Feature Combination.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Use of MKL as symbol classifier for Gujarati character recognition.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Distributed calibration of pan-tilt camera network using multi-layered belief propagation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Hierarchical System for Content Based Categorization and Orientation of Consumer Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Using Concept Recognition to Annotate a Video Collection.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Optimal sensor placement for surveillance of large spaces.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Shape Descriptor Based Document Image Indexing and Symbol Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Managing multilingual OCR project using XML.
Proceedings of the International Workshop on Multilingual OCR, 2009

Curvature feature distribution based classification of Indian scripts from document images.
Proceedings of the International Workshop on Multilingual OCR, 2009

Online Improved Eigen Tracking.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

Syntactic and Semantic Labeling of Hierarchically Organized Document Image Components of Indian Scripts.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

2008
Using ontology for building distributed digital libraries with multimedia contents.
World Digit. Libr., 2008

Multimedia ontology learning for automatic annotation and video browsing.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

On Exploiting Affine Repetitions for 3D Reconstruction from a Single Image.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Object Category Detection by Statistical Test of Hypothesis.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Parametric Video Compression Scheme Using AR Based Texture Synthesis.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

A Novel Learning-Based Framework for Detecting Interesting Events in Soccer Videos.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Unusual Activity Analysis Using Video Epitomes and pLSA.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

A Framework for Analysis of Surveillance Videos.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Bag-of-features kernel eigen spaces for classification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Parametric video compression using appearance space.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Video summarization with supervised learning.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Text Extraction and Document Image Segmentation Using Matched Wavelets and MRF Model.
IEEE Trans. Image Process., 2007

Video Shot Characterization Using Principles of Perceptual Prominence and Perceptual Grouping in Spatio-Temporal Domain.
IEEE Trans. Circuits Syst. Video Technol., 2007

On the view synthesis of man-made scenes using uncalibrated cameras.
Pattern Recognit. Lett., 2007

Unusual Activity Analysis in Video Sequences.
Proceedings of the Rough Sets, 2007

Hierarchical Fuzzy Case Based Reasoning with Multi-criteria Decision Making for Financial Applications.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Learning ontology for personalized video retrieval.
Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics, 2007

Pàtrà: A Novel Document Architecture for Integrating Handwriting with Audio-Visual Information.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Enhancement of Old Manuscript Images.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Word image based latent semantic indexing for conceptual querying in document image databases.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

An Integrated Scheme for Compression and Interactive Access to Document Images.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

Content Based Re-ranking Scheme for Video Queries on the Web.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

Ontology Specification and Integration for Multimedia Applications.
Proceedings of the Ontologies: A Handbook of Principles, 2007

2006
Multiple Exemplar-Based Facial Image Retrieval Using Independent Component Analysis.
IEEE Trans. Image Process., 2006

Clustering in video data: Dealing with heterogeneous semantics of features.
Pattern Recognit., 2006

Using Multimedia Ontology for Generating Conceptual Annotations and Hyperlinks in Video Collections.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Biometrics based Asymmetric Cryptosystem Design Using Modified Fuzzy Vault Scheme.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Microscopic Framework For Distributed Object-Recognition & Pose-Estimation.
Proceedings of the Ninth International Conference on Control, 2006

Knowledge Discovery from Semi-Structured Data for Conceptual Organization.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

View Synthesis of Scenes with Multiple Independently Translating Objects from Uncalibrated Views.
Proceedings of the Computer Vision, 2006

Video Scene Interpretation Using Perceptual Prominence and Mise-en-scène Features.
Proceedings of the Computer Vision, 2006

2005
Recognizing large isolated 3-D objects through next view planning using inner camera invariants.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Novel view synthesis using a translating camera.
Pattern Recognit. Lett., 2005

Specifying Spatio Temporal Relations for Multimedia Ontologies.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Parsing News Video Using Integrated Audio-Video Features.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Locating Text in Images using Matched Wavelets.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Improved Geometric Feature Graph: A Script Independent Representation of Word Images for Compression, and Retrieval.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Ontology Guided Access to Document Images.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
Distributed and Reactive Query Planning in R-MAGIC: An Agent-Based Multimedia Retrieval System.
IEEE Trans. Knowl. Data Eng., 2004

Active recognition through next view planning: a survey.
Pattern Recognit., 2004

Distributed fuzzy case based reasoning.
Appl. Soft Comput., 2004

Transcoding of Document Images for Mobile Devices.
Proceedings of the ICVGIP 2004, 2004

View Synthesis of Scenes with Man-Made Objects Using Uncalibrated Cameras.
Proceedings of the ICVGIP 2004, 2004

Sports Video Characterization Using Scene Dynamics.
Proceedings of the ICVGIP 2004, 2004

Spatio-Temporal Grouping Models and Prominence Models in Perceptual Organization for Semantic Interpretation of Video Shot.
Proceedings of the ICVGIP 2004, 2004

Video Summarization: A Machine Learning Based Approach.
Proceedings of the ICVGIP 2004, 2004

Multi Example Based Image Retrieval: An ICA Based Approach.
Proceedings of the ICVGIP 2004, 2004

Video Shot Interpretation using Principles of Perceptual Prominence and Perceptual Grouping in Spatio-Temporal Domain.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

On line predictive appearance-based tracking.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust shape based two hand tracker.
Proceedings of the 2004 International Conference on Image Processing, 2004

Managing Document Images in a Digital Library: An Ontology Guided Approach.
Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003
Aspect graph construction with noisy feature detectors.
IEEE Trans. Syst. Man Cybern. Part B, 2003

Recognition of dynamic hand gestures.
Pattern Recognit., 2003

An Economic Framework for Agent Based Product Recommendation on Internet.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

GyanMantra: An Interactive Question Answering System.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

A framework for video representation and transcoding using appearance spaces.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Devising Interactive Access Techniques for Indian Language Document Images.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
Indexing for local appearance-based recognition of planar objects.
Pattern Recognit. Lett., 2002

Enhanced Video Representation Using Objects.
Proceedings of the ICVGIP 2002, 2002

Generic Video Classification: An Evolutionary Learning Based Fuzzy Theoretic Approach.
Proceedings of the ICVGIP 2002, 2002

CONDENSATION-Based Predictive EigenTracking.
Proceedings of the ICVGIP 2002, 2002

An Appearance Based Approach for Video Object Extraction and Representation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
A fuzzy theoretic approach for video segmentation using syntactic features.
Pattern Recognit. Lett., 2001

Image based document authentication using DCT.
Pattern Recognit. Lett., 2001

Reconstruction-Based Recognition of Scenes with Translationally Repeated Quadrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

A Framework for Reconstruction based Recognition of Partially Occluded Repeated Objects.
J. Math. Imaging Vis., 2001

Reconstruction Based Recognition of Scenes with Multiple Repeated Components.
Comput. Vis. Image Underst., 2001

Knowledge Representation for Web Based Services in a Multi-Cultural Environment.
Proceedings of the 3rd International Workshop on Web Site Evolution (WSE 2001), 2001

A Model Guided Document Image Analysis Scheme.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Recognizing Large 3-D Objects through Next View Planning using an Uncalibrated Camera.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
Isolated 3D object recognition through next view planning.
IEEE Trans. Syst. Man Cybern. Part A, 2000

ImAge: An Extensible Agent-based Architecture for Image Retrieval.
Int. J. Digit. Libr., 2000

1999
An MIMD algorithm for constant curvature feature extraction using curvature based data partitioning.
Pattern Recognit. Lett., 1999

Recognition of partially occluded objects using neural network based indexing.
Pattern Recognit., 1999

Trainable Script Identification Strategies for Indian Languages.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1997
Matching structural shape descriptions using genetic algorithms.
Pattern Recognit., 1997

Signature verification using multiple neural classifiers.
Pattern Recognit., 1997

1996
On adaptive trajectory tracking of a robot manipulator using inversion of its neural emulator.
IEEE Trans. Neural Networks, 1996

An Abductive Reasoning Based Image Interpretation System.
Int. J. Pattern Recognit. Artif. Intell., 1996

1994
A connectionist approach for clustering with applications in image analysis.
IEEE Trans. Syst. Man Cybern., 1994

Trajectory tracking of robot manipulator using Gaussian networks.
Robotics Auton. Syst., 1994

1993
A connectionist model for category perception: theory and implementation.
IEEE Trans. Neural Networks, 1993

A new approach for aggregating edge points into line segments.
Pattern Recognit., 1993

Bengali alpha-numeric character recognition using curvature features.
Pattern Recognit., 1993

Abductive formalism for two-dimensional object recognition.
Inf. Sci., 1993

Matching of Structural Shape Descriptions with Hopfield Net.
Int. J. Pattern Recognit. Artif. Intell., 1993

1992
A connectionist approach for peak detection in Hough space.
Pattern Recognit., 1992

A connectionist approach for gray level image segmentation.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

A Hough transform based approach to polyline approximation of object boundaries.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

A connectionist network for simultaneous perception of multiple categories.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1990
Recognition of occluded objects with heuristic search.
Pattern Recognit., 1990

Recognition of Partial Planar Shapes in Limited Memory Environments.
Int. J. Pattern Recognit. Artif. Intell., 1990

1988
A New Approach for Multi-Object Industrial Scene Analysis.
Proceedings of IAPR Workshop on Computer Vision, 1988


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