Nilanjan Ray

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University of Alberta

Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention

CNNs, initially inspired by human vision, differ in a key way: they samp...
08/10/2020 ∙ by Logan Gilmour, et al. ∙ 0 ∙ share

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

Autograd-based software packages have recently renewed interest in image...
07/27/2020 ∙ by Abhishek Nan, et al. ∙ 8 ∙ share

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

Recent advances in pruning of neural networks have made it possible to r...
07/11/2020 ∙ by Sara Elkerdawy, et al. ∙ 37 ∙ share

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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...
03/20/2020 ∙ by Jakaria Rabbi, et al. ∙ 0 ∙ share

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

In this work, we present a novel unsupervised image registration algorit...
01/27/2020 ∙ by Abhishek Nan, et al. ∙ 16 ∙ share

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Animal Detection in Man-made Environments

Automatic detection of animals that have strayed into human inhabited ar...
10/24/2019 ∙ by Abhineet Singh, et al. ∙ 0 ∙ share

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

Convolutional neural networks (CNNs) have emerged as the state-of-the-ar...
05/13/2019 ∙ by Sara Elkerdawy, et al. ∙ 0 ∙ share

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River Ice Segmentation with Deep Learning

This paper deals with the problem of computing surface ice concentration...
01/14/2019 ∙ by Abhineet Singh, et al. ∙ 8 ∙ share

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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...
12/02/2018 ∙ by Nhat M. Nguyen, et al. ∙ 0 ∙ share

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

Automated cell detection and localization from microscopy images are sig...
10/07/2018 ∙ by Yao Xue, et al. ∙ 12 ∙ share

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Online Illumination Invariant Moving Object Detection by Generative Neural Network

Moving object detection (MOD) is a significant problem in computer visio...
08/03/2018 ∙ by Fateme Bahri, et al. ∙ 2 ∙ share

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Generative Adversarial Networks using Adaptive Convolution

Most existing GANs architectures that generate images use transposed con...
01/25/2018 ∙ by Nhat M. Nguyen, et al. ∙ 0 ∙ share

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Cell Detection with Deep Convolutional Neural Network and Compressed Sensing

The ability to automatically detect certain types of cells or cellular s...
08/10/2017 ∙ by Yao Xue, et al. ∙ 0 ∙ share

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Face Recognition using Multi-Modal Low-Rank Dictionary Learning

Face recognition has been widely studied due to its importance in differ...
03/15/2017 ∙ by Homa Foroughi, et al. ∙ 0 ∙ share

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Object Classification with Joint Projection and Low-rank Dictionary Learning

For an object classification system, the most critical obstacles towards...
12/05/2016 ∙ by Homa Foroughi, et al. ∙ 0 ∙ share

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Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net

Deformable registration is ubiquitous in medical image analysis. Many de...
11/27/2016 ∙ by Sayan Ghosal, et al. ∙ 0 ∙ share

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Convolutional Gated Recurrent Networks for Video Segmentation

Semantic segmentation has recently witnessed major progress, where fully...
11/16/2016 ∙ by Mennatullah Siam, et al. ∙ 0 ∙ share

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Recurrent Fully Convolutional Networks for Video Segmentation

Image segmentation is an important step in most visual tasks. While conv...
06/01/2016 ∙ by Sepehr Valipour, et al. ∙ 0 ∙ share

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

In this paper, we aim at learning simultaneously a discriminative dictio...
03/24/2016 ∙ by Homa Foroughi, et al. ∙ 0 ∙ share

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Nilanjan Ray

Featured Co-authors

Hong Zhang

Martin Jagersand

Mennatullah Siam

Matthias Schubert

Abhineet Singh

Moein Shakeri

Sepehr Valipour

Abhishek Nan

Yao Xue

Mostafa Elhoushi

Homa Foroughi

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