b'Nilanjan Ray'

research

∙ 07/15/2022

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

Bark beetle outbreaks can dramatically impact forest ecosystems and serv...

Rudraksh Kapil, et al. ∙

research

∙ 07/10/2022

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

In nature, the collective behavior of animals, such as flying birds is d...

Seyed Mojtaba Marvasti-Zadeh, et al. ∙

research

∙ 02/10/2022

Dynamic Background Subtraction by Generative Neural Networks

Background subtraction is a significant task in computer vision and an e...

Fateme Bahri, et al. ∙

research

∙ 02/01/2022

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

We present a postprocessing layer for deformable image registration to m...

Soumyadeep Pal, et al. ∙

research

∙ 02/01/2022

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

Diffeomorphic deformable image registration is one of the crucial tasks ...

Ameneh Sheikhjafari, et al. ∙

research

∙ 12/18/2021

GPEX, A Framework For Interpreting Artificial Neural Networks

Machine learning researchers have long noted a trade-off between interpr...

Amir Akbarnejad, et al. ∙

research

∙ 10/15/2021

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

Dynamic model pruning is a recent direction that allows for the inferenc...

Sara Elkerdawy, et al. ∙

research

∙ 05/17/2021

Unknown-box Approximation to Improve Optical Character Recognition Performance

Optical character recognition (OCR) is a widely used pattern recognition...

Ayantha Randika, et al. ∙

research

∙ 08/10/2020

Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention

CNNs, initially inspired by human vision, differ in a key way: they samp...

Logan Gilmour, et al. ∙

research

∙ 07/27/2020

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

Autograd-based software packages have recently renewed interest in image...

Abhishek Nan, et al. ∙

research

∙ 07/11/2020

To filter prune, or to layer prune, that is the question

Recent advances in pruning of neural networks have made it possible to r...

Sara Elkerdawy, et al. ∙

research

∙ 03/20/2020

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

The detection performance of small objects in remote sensing images is n...

Jakaria Rabbi, et al. ∙

research

∙ 01/27/2020

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

In this work, we present a novel unsupervised image registration algorit...

Abhishek Nan, et al. ∙

research

∙ 10/24/2019

Animal Detection in Man-made Environments

Automatic detection of animals that have strayed into human inhabited ar...

Abhineet Singh, et al. ∙

research

∙ 05/13/2019

Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning

Convolutional neural networks (CNNs) have emerged as the state-of-the-ar...

Sara Elkerdawy, et al. ∙

research

∙ 01/14/2019

River Ice Segmentation with Deep Learning

This paper deals with the problem of computing surface ice concentration...

Abhineet Singh, et al. ∙

research

∙ 12/02/2018

End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle Segmentation

Differentiable programming is able to combine different functions or pro...

Nhat M. Nguyen, et al. ∙

research

∙ 10/07/2018

Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection

Automated cell detection and localization from microscopy images are sig...

Yao Xue, et al. ∙

research

∙ 08/03/2018

Online Illumination Invariant Moving Object Detection by Generative Neural Network

Moving object detection (MOD) is a significant problem in computer visio...

Fateme Bahri, et al. ∙

research

∙ 01/25/2018

Generative Adversarial Networks using Adaptive Convolution

Most existing GANs architectures that generate images use transposed con...

Nhat M. Nguyen, et al. ∙

research

∙ 08/10/2017

Cell Detection with Deep Convolutional Neural Network and Compressed Sensing

The ability to automatically detect certain types of cells or cellular s...

Yao Xue, et al. ∙

research

∙ 03/15/2017

Face Recognition using Multi-Modal Low-Rank Dictionary Learning

Face recognition has been widely studied due to its importance in differ...

Homa Foroughi, et al. ∙

research

∙ 12/05/2016

Object Classification with Joint Projection and Low-rank Dictionary Learning

For an object classification system, the most critical obstacles towards...

Homa Foroughi, et al. ∙

research

∙ 11/27/2016

Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net

Deformable registration is ubiquitous in medical image analysis. Many de...

Sayan Ghosal, et al. ∙

research

∙ 11/16/2016

Convolutional Gated Recurrent Networks for Video Segmentation

Semantic segmentation has recently witnessed major progress, where fully...

Mennatullah Siam, et al. ∙

research

∙ 06/01/2016

Recurrent Fully Convolutional Networks for Video Segmentation

Image segmentation is an important step in most visual tasks. While conv...

Sepehr Valipour, et al. ∙

research

∙ 03/24/2016

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

In this paper, we aim at learning simultaneously a discriminative dictio...

Homa Foroughi, et al. ∙

Nilanjan Ray

Featured Co-authors

Hong Zhang

Martin Jagersand

Mennatullah Siam

Matthias Schubert

Seyed Mojtaba Marvasti-Zadeh

Xiao Xiao

Moein Shakeri

Abhineet Singh

Kumaradevan Punithakumar

Mostafa Elhoushi

Michelle Noga

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

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

Dynamic Background Subtraction by Generative Neural Networks

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

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

GPEX, A Framework For Interpreting Artificial Neural Networks

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

Unknown-box Approximation to Improve Optical Character Recognition Performance

Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention

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

To filter prune, or to layer prune, that is the question

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

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

Animal Detection in Man-made Environments

Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning

River Ice Segmentation with Deep Learning

End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle Segmentation

Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection

Online Illumination Invariant Moving Object Detection by Generative Neural Network

Generative Adversarial Networks using Adaptive Convolution

Cell Detection with Deep Convolutional Neural Network and Compressed Sensing

Face Recognition using Multi-Modal Low-Rank Dictionary Learning

Object Classification with Joint Projection and Low-rank Dictionary Learning

Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net

Convolutional Gated Recurrent Networks for Video Segmentation

Recurrent Fully Convolutional Networks for Video Segmentation

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