Nilanjan Ray

ACM Comput. Surv., April, 2024

Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates.

[BibT_eX]

[DOI]

Arnisha Khondaker

CoRR, 2024

Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization.

[BibT_eX]

[DOI]

Mohammadjavad Matinkia

CoRR, 2024

Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Graph Variational Autoencoder with Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Training-Based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection from RGB-Thermal Drone Imagery.

[BibT_eX]

[DOI]

Rudraksh Kapil

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Orthomosaicking Thermal Drone Images of Forests via Simultaneously Acquired RGB Images.

[BibT_eX]

[DOI]

Rudraksh Kapil

Guillermo Castilla

Remote. Sens., 2023

Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images.

[BibT_eX]

[DOI]

CoRR, 2023

TMR-RD: Training-based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Document Image Cleaning using Budget-Aware Black-Box Approximation.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Early Prediction of Human iPSC Reprogramming Success.

[BibT_eX]

[DOI]

CoRR, 2023

Weakly Supervised Realtime Dynamic Background Subtraction.

[BibT_eX]

[DOI]

Fateme Bahri

CoRR, 2023

Compact Depth-Wise Separable Precise Network for Depth Completion.

[BibT_eX]

[DOI]

Tianqi Wang

IEEE Access, 2023

GMCNet: A Generative Multi-Resolution Framework for Cardiac Registration.

[BibT_eX]

[DOI]

IEEE Access, 2023

GPEX, A Framework For Interpreting Artificial Neural Networks.

[BibT_eX]

[DOI]

Amir Akbarnejad

Gilbert Bigras

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Closer Look at Weak Supervision's Limitations in WSI Recurrence Score Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Alberta River Ice Segmentation Dataset.

[BibT_eX]

[DOI]

Dataset, May, 2022

Crown-CAM: Reliable Visual Explanations for Tree Crown Detection in Aerial Images.

[BibT_eX]

[DOI]

CoRR, 2022

Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field.

[BibT_eX]

[DOI]

CoRR, 2022

Tiny-HR: Towards an interpretable machine learning pipeline for heart rate estimation on edge devices.

[BibT_eX]

[DOI]

CoRR, 2022

Classification of Bark Beetle-Induced Forest Tree Mortality using Deep Learning.

[BibT_eX]

[DOI]

Rudraksh Kapil

CoRR, 2022

Learning-based Monocular 3D Reconstruction of Birds: A Contemporary Survey.

[BibT_eX]

[DOI]

Mohammad N. S. Jahromi

CoRR, 2022

A training-free recursive multiresolution framework for diffeomorphic deformable image registration.

[BibT_eX]

[DOI]

Ameneh Sheikhjafari

Michelle Noga

Appl. Intell., 2022

Towards Positive Jacobian: Learn to Postprocess for Diffeomorphic Image Registration with Matrix Exponential.

[BibT_eX]

[DOI]

Soumyadeep Pal

Matthew Tennant

Proceedings of the 26th International Conference on Pattern Recognition, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Deep Learning Based Parametrization of Diffeomorphic Image Registration for the Application of Cardiac Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Dynamic Background Subtraction by Generative Neural Networks.

[BibT_eX]

[DOI]

Fateme Bahri

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021

Deep Fisher Vector Coding For Whole Slide Image Classification.

[BibT_eX]

[DOI]

Amir Akbarnejad

Gilbert Bigras

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Unknown-Box Approximation to Improve Optical Character Recognition Performance.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Layer Importance Estimation With Imprinting for Neural Network Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

River Ice Segmentation With Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

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

[BibT_eX]

[DOI]

Remote. Sens., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Animal Detection in Man-made Environments.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Nhat M. Nguyen

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention.

[BibT_eX]

[DOI]

Logan Gilmour

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.

[BibT_eX]

[DOI]

Shrimanti Ghosh

Pierre Boulanger

Michelle Noga

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Flexible Method for Performance Evaluation of Robot Localization.

[BibT_eX]

[DOI]

Sean Scheideman

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Foreground-focused domain adaption for object detection.

[BibT_eX]

[DOI]

Yuchen Yang

Proceedings of the 25th International Conference on Pattern Recognition, 2020

One-Shot Layer-Wise Accuracy Approximation For Layer Pruning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Multiview 3-D Echocardiography Image Fusion with Mutual Information Neural Estimation.

[BibT_eX]

[DOI]

Juiwen Ting

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

To Filter Prune, or to Layer Prune, That Is the Question.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Fast Large-Scale Spectral Clustering via Explicit Feature Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter Pruning.

[BibT_eX]

[DOI]

Sara Elkerdawy

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Generative Adversarial Networks Using Adaptive Convolution.

[BibT_eX]

[DOI]

Nhat M. Nguyen

Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018

Object Classification With Joint Projection and Low-Rank Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Online Illumination Invariant Moving Object Detection by Generative Neural Network.

[BibT_eX]

[DOI]

Fateme Bahri

Moein Shakeri

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning.

[BibT_eX]

[DOI]

Sara Elkerdawy

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Output Encoding by Compressed Sensing for Cell Detection with Deep Convnet.

[BibT_eX]

[DOI]

Yao Xue

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.

[BibT_eX]

[DOI]

Sayan Ghosal

Pattern Recognit. Lett., 2017

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

[BibT_eX]

[DOI]

Li He

Neurocomputing, 2017

Cell Detection with Deep Convolutional Neural Network and Compressed Sensing.

[BibT_eX]

[DOI]

Yao Xue

CoRR, 2017

Recurrent Fully Convolutional Networks for Video Segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Convolutional gated recurrent networks for video semantic segmentation in automated driving.

[BibT_eX]

[DOI]

Senthil Kumar Yogamani

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Convolutional gated recurrent networks for video segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Automated 3D muscle segmentation from MRI data using convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Face recognition using multi-modal low-rank dictionary learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Shrimanti Ghosh

Pierre Boulanger

Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016

MISTICA: Minimum Spanning Tree-Based Coarse Image Alignment for Microscopy Image Sequences.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Cell Counting by Regression Using Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Synthetic Viewpoint Prediction.

[BibT_eX]

[DOI]

Andy Hess

Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015

Unique people count from monocular videos.

[BibT_eX]

[DOI]

Satarupa Mukherjee

Stephanie Gil

Vis. Comput., 2015

Robust people counting using sparse representation and random projection.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Joint Feature Selection with Low-rank Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Counting cells from microscopy videos without tracking individual cells.

[BibT_eX]

[DOI]

Satarupa Mukherjee

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

VFCCV snake: A novel active contour model combining edge and regional information.

[BibT_eX]

[DOI]

Jiuyu Sun

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A robust convergence index filter for breast cancer cell segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

People counting with image retrieval using compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

3D-to-2D mapping for user interactive segmentation of human leg muscles from MRI data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Adaptive shape prior in graph cut image segmentation.

[BibT_eX]

[DOI]

Hui Wang

Pattern Recognit., 2013

Cell tracking in microscopic video using matching and linking of bipartite graphs.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2013

Tracking Objects with Rigid Body Templates: An Iterative Constrained Linear Least Squares Approach.

[BibT_eX]

[DOI]

Satarupa Mukherjee

Proceedings of the Pattern Recognition and Machine Intelligence, 2013

AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

Object Detection With DoG Scale-Space: A Multiple Kernel Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Shape based local thresholding for binarization of document images.

[BibT_eX]

[DOI]

Jichuan Shi

Pattern Recognit. Lett., 2012

Clump splitting via bottleneck detection and shape classification.

[BibT_eX]

[DOI]

Hui Wang

Pattern Recognit., 2012

Shape based appearance model for kernel tracking.

[BibT_eX]

[DOI]

Image Vis. Comput., 2012

Contour interpolation Using Level-Set Analysis.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2012

Quick detection of brain tumors and edemas: A bounding box method using symmetry.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2012

Seeing through clutter: Snake computation with dynamic programming for particle segmentation.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Wavelet subband-based steam detection by multiple kernel learning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Spectrogram based features selection using multiple kernel learning for speech/music discrimination.

[BibT_eX]

[DOI]

M. Khademul Islam Molla

Keikichi Hirose

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.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Clump splitting via bottleneck detection.

[BibT_eX]

[DOI]

Hui Wang

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Anovel framework for automatic passenger counting.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Median filter with absolute value norm spatial regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Automatic segmentation of spinal cord mri using symmetric boundary tracing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2010

Cell Tracking in Video Microscopy Using Bipartite Graph Matching.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Automating Snakes for Multiple Objects Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Biomedical Image Analysis: Segmentation

[BibT_eX]

[DOI]

Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02245-6, 2009

Snake Validation: A PCA-Based Outlier Detection Method.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2009

Image thresholding by variational minimax optimization.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Tracking of multiple interacting objects using a novel prediction model.

[BibT_eX]

[DOI]

Zhijie Wang

Proceedings of the International Conference on Image Processing, 2009

Solidity based local threshold for oil sand image segmentation.

[BibT_eX]

[DOI]

Jichuan Shi

Proceedings of the International Conference on Image Processing, 2009

Optimum kernel function design from scale space features for object detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Automated image processing and fusion for remote sensing applications.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging VII, 2009

2008

An affine transformation invariance approach to cell tracking.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2008

Change Detection and Object Segmentation: A Histogram of Features-Based Energy Minimization Approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Maddy Hui Wang

Proceedings of the International Conference on Image Processing, 2008

Oil sand image segmentation using the inclusion filter.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Computing oil sand particle size distribution by snake-PCA algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Session TP8b3: Image analysis for biomedical applications.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Automatic blood cell classification based on joint histogram based feature and bhattacharya kernel.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Deformable Object Tracking: A Kernel Density Estimation Approach Via Level Set Function Evolution.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Edge Sensitive Variational Image Thresholding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

2006

Biomedical Image Analysis: Tracking

[BibT_eX]

[DOI]

Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02237-1, 2006

Rolling Leukocyte Detection based on Teardrop Shape and the Gradient Inverse Coefficient of Variation.

[BibT_eX]

[DOI]

Soubhagya Sahoo

Proceedings of the Third International Conference on Medical Information Visualisation (MediVis 2006), 2006

2005

Intravital leukocyte detection using the gradient inverse coefficient of variation.

[BibT_eX]

[DOI]

Gang Dong

IEEE Trans. Medical Imaging, 2005

Inclusion filters: a class of self-dual connected operators.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2005

Data acceptance for automated leukocyte tracking through segmentation of spatiotemporal images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2005

Tracking multiple cells by correspondence resolution in a sequential Bayesian framework.

[BibT_eX]

[DOI]

Gang Dong

Proceedings of the 2005 International Conference on Image Processing, 2005

Spatiotemporal Segmentation for Validation of Rolling Leukocyte Tracking Data.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Markov chain Monte Carlo method for tracking myocardial borders.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2004

Level set analysis for leukocyte detection and tracking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2004

Detection and Tracking of Rolling Leukocytes from Intravital Microscopy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2003

Self-dual inclusion filters for grayscale imagery.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

Tracking Leukocytes In Vivo with Shape and Size Constrained Active Contours.

[BibT_eX]

[DOI]

Klaus Ley

IEEE Trans. Medical Imaging, 2002

Active Contours for Cell Tracking.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Tracking fast-rolling leukocytes in vivo with active contours.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

A fast and flexible multiresolution snake with a definite termination criterion.

[BibT_eX]

[DOI]