Nilanjan Ray

According to our database1, Nilanjan Ray authored at least 106 papers between 2001 and 2021.

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Bibliography

2021
GPEX, A Framework For Interpreting Artificial Neural Networks.
CoRR, 2021

Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction.
CoRR, 2021

Deep Fisher Vector Coding For Whole Slide Image Classification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Unknown-Box Approximation to Improve Optical Character Recognition Performance.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Layer Importance Estimation With Imprinting for Neural Network Quantization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
River Ice Segmentation With Deep Learning.
IEEE Trans. Geosci. Remote. Sens., 2020

Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network.
Remote. Sens., 2020

Ordinary Differential Equation and Complex Matrix Exponential for Multi-resolution Image Registration.
CoRR, 2020

Animal Detection in Man-made Environments.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Automated Left Atrial Segmentation from Magnetic Resonance Image Sequences Using Deep Convolutional Neural Network with Autoencoder.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Flexible Method for Performance Evaluation of Robot Localization.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Foreground-focused domain adaption for object detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

One-Shot Layer-Wise Accuracy Approximation For Layer Pruning.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multiview 3-D Echocardiography Image Fusion with Mutual Information Neural Estimation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

To Filter Prune, or to Layer Prune, That Is the Question.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection.
IEEE Trans. Medical Imaging, 2019

Fast Large-Scale Spectral Clustering via Explicit Feature Mapping.
IEEE Trans. Cybern., 2019

Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter Pruning.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Generative Adversarial Networks Using Adaptive Convolution.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018
Object Classification With Joint Projection and Low-Rank Dictionary Learning.
IEEE Trans. Image Process., 2018

Online Illumination Invariant Moving Object Detection by Generative Neural Network.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Using Accelerometric and Gyroscopic Data to Improve Blood Pressure Prediction from Pulse Transit Time Using Recurrent Neural Network.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Output Encoding by Compressed Sensing for Cell Detection with Deep Convnet.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Deep deformable registration: Enhancing accuracy by fully convolutional neural net.
Pattern Recognit. Lett., 2017

Error bound of Nyström-approximated NCut eigenvectors and its application to training size selection.
Neurocomputing, 2017

Cell Detection with Deep Convolutional Neural Network and Compressed Sensing.
CoRR, 2017

Recurrent Fully Convolutional Networks for Video Segmentation.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Selecting the Optimal Sequence for Deformable Registration of Microscopy Image Sequences Using Two-Stage MST-based Clustering Algorithm.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Convolutional gated recurrent networks for video semantic segmentation in automated driving.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

A novel framework to integrate convolutional neural network with compressed sensing for cell detection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Convolutional gated recurrent networks for video segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A two-stage minimum spanning tree (MST) based clustering algorithm for 2D deformable registration of time sequenced images.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Automated 3D muscle segmentation from MRI data using convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Face recognition using multi-modal low-rank dictionary learning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A Structured Deep-Learning Based Approach for the Automated Segmentation of Human Leg Muscle from 3D MRI.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
MISTICA: Minimum Spanning Tree-Based Coarse Image Alignment for Microscopy Image Sequences.
IEEE J. Biomed. Health Informatics, 2016

Joint Projection and Dictionary Learning using Low-rank Regularization and Graph Constraints.
CoRR, 2016

Cell Counting by Regression Using Convolutional Neural Network.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Synthetic Viewpoint Prediction.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015
Unique people count from monocular videos.
Vis. Comput., 2015

Robust people counting using sparse representation and random projection.
Pattern Recognit., 2015

Joint Feature Selection with Low-rank Dictionary Learning.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Counting cells from microscopy videos without tracking individual cells.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

VFCCV snake: A novel active contour model combining edge and regional information.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A robust convergence index filter for breast cancer cell segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

People counting with image retrieval using compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2014

3D-to-2D mapping for user interactive segmentation of human leg muscles from MRI data.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
Adaptive shape prior in graph cut image segmentation.
Pattern Recognit., 2013

Cell tracking in microscopic video using matching and linking of bipartite graphs.
Comput. Methods Programs Biomed., 2013

Tracking Objects with Rigid Body Templates: An Iterative Constrained Linear Least Squares Approach.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012
Object Detection With DoG Scale-Space: A Multiple Kernel Learning Approach.
IEEE Trans. Image Process., 2012

Shape based local thresholding for binarization of document images.
Pattern Recognit. Lett., 2012

Clump splitting via bottleneck detection and shape classification.
Pattern Recognit., 2012

Shape based appearance model for kernel tracking.
Image Vis. Comput., 2012

Contour interpolation Using Level-Set Analysis.
Int. J. Image Graph., 2012

Quick detection of brain tumors and edemas: A bounding box method using symmetry.
Comput. Medical Imaging Graph., 2012

Seeing through clutter: Snake computation with dynamic programming for particle segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Wavelet subband-based steam detection by multiple kernel learning.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Spectrogram based features selection using multiple kernel learning for speech/music discrimination.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Computation of Fluid and Particle Motion From a Time-Sequenced Image Pair: A Global Outlier Identification Approach.
IEEE Trans. Image Process., 2011

Clump splitting via bottleneck detection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Anovel framework for automatic passenger counting.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Median filter with absolute value norm spatial regularization.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Automatic segmentation of spinal cord mri using symmetric boundary tracing.
IEEE Trans. Inf. Technol. Biomed., 2010

Cell Tracking in Video Microscopy Using Bipartite Graph Matching.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A concave cost formulation for parametric curve fitting: Detection of leukocytes from intravital microscopy images.
Proceedings of the International Conference on Image Processing, 2010

Automating Snakes for Multiple Objects Detection.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Biomedical Image Analysis: Segmentation
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, 2009

Snake Validation: A PCA-Based Outlier Detection Method.
IEEE Signal Process. Lett., 2009

Image thresholding by variational minimax optimization.
Pattern Recognit., 2009

Tracking of multiple interacting objects using a novel prediction model.
Proceedings of the International Conference on Image Processing, 2009

Solidity based local threshold for oil sand image segmentation.
Proceedings of the International Conference on Image Processing, 2009

Optimum kernel function design from scale space features for object detection.
Proceedings of the International Conference on Image Processing, 2009

Automated image processing and fusion for remote sensing applications.
Proceedings of the Computational Imaging VII, 2009

2008
An affine transformation invariance approach to cell tracking.
Comput. Medical Imaging Graph., 2008

Change Detection and Object Segmentation: A Histogram of Features-Based Energy Minimization Approach.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Graph-cut optimization of the ratio of functions and its application to image segmentation.
Proceedings of the International Conference on Image Processing, 2008

Oil sand image segmentation using the inclusion filter.
Proceedings of the International Conference on Image Processing, 2008

Computing oil sand particle size distribution by snake-PCA algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Deformable Object Tracking: A Kernel Density Estimation Approach Via Level Set Function Evolution.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Edge Sensitive Variational Image Thresholding.
Proceedings of the International Conference on Image Processing, 2007

2006
Biomedical Image Analysis: Tracking
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, 2006

Rolling Leukocyte Detection based on Teardrop Shape and the Gradient Inverse Coefficient of Variation.
Proceedings of the Third International Conference on Medical Information Visualisation (MediVis 2006), 2006

2005
Intravital leukocyte detection using the gradient inverse coefficient of variation.
IEEE Trans. Medical Imaging, 2005

Inclusion filters: a class of self-dual connected operators.
IEEE Trans. Image Process., 2005

Data acceptance for automated leukocyte tracking through segmentation of spatiotemporal images.
IEEE Trans. Biomed. Eng., 2005

Tracking multiple cells by correspondence resolution in a sequential Bayesian framework.
Proceedings of the 2005 International Conference on Image Processing, 2005

Spatiotemporal Segmentation for Validation of Rolling Leukocyte Tracking Data.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Markov chain Monte Carlo method for tracking myocardial borders.
Proceedings of the Computational Imaging III, San Jose, 2005

2004
Motion gradient vector flow: an external force for tracking rolling leukocytes with shape and size constrained active contours.
IEEE Trans. Medical Imaging, 2004

Level set analysis for leukocyte detection and tracking.
IEEE Trans. Image Process., 2004

Detection and Tracking of Rolling Leukocytes from Intravital Microscopy.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Merging Parametric Active Contours Within Homogeneous Image Regions for MRI-Based Lung Segmentation.
IEEE Trans. Medical Imaging, 2003

Self-dual inclusion filters for grayscale imagery.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Tracking Leukocytes In Vivo with Shape and Size Constrained Active Contours.
IEEE Trans. Medical Imaging, 2002

Active Contours for Cell Tracking.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Tracking fast-rolling leukocytes in vivo with active contours.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
A fast and flexible multiresolution snake with a definite termination criterion.
Pattern Recognit., 2001

Active contour segmentation guided by AM-FM dominant component analysis.
Proceedings of the 2001 International Conference on Image Processing, 2001

MRI ventilation analysis by merging parametric active contours.
Proceedings of the 2001 International Conference on Image Processing, 2001


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