
-
Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention
CNNs, initially inspired by human vision, differ in a key way: they samp...
read it
-
Ordinary Differential Equation and Complex Matrix Exponential for Multi-resolution Image Registration
Autograd-based software packages have recently renewed interest in image...
read it
-
To filter prune, or to layer prune, that is the question
Recent advances in pruning of neural networks have made it possible to r...
read it
-
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...
read it
-
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration
In this work, we present a novel unsupervised image registration algorit...
read it
-
Animal Detection in Man-made Environments
Automatic detection of animals that have strayed into human inhabited ar...
read it
-
Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning
Convolutional neural networks (CNNs) have emerged as the state-of-the-ar...
read it
-
River Ice Segmentation with Deep Learning
This paper deals with the problem of computing surface ice concentration...
read it
-
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...
read it
-
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection
Automated cell detection and localization from microscopy images are sig...
read it
-
Online Illumination Invariant Moving Object Detection by Generative Neural Network
Moving object detection (MOD) is a significant problem in computer visio...
read it
-
Generative Adversarial Networks using Adaptive Convolution
Most existing GANs architectures that generate images use transposed con...
read it
-
Cell Detection with Deep Convolutional Neural Network and Compressed Sensing
The ability to automatically detect certain types of cells or cellular s...
read it
-
Face Recognition using Multi-Modal Low-Rank Dictionary Learning
Face recognition has been widely studied due to its importance in differ...
read it
-
Object Classification with Joint Projection and Low-rank Dictionary Learning
For an object classification system, the most critical obstacles towards...
read it
-
Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net
Deformable registration is ubiquitous in medical image analysis. Many de...
read it
-
Convolutional Gated Recurrent Networks for Video Segmentation
Semantic segmentation has recently witnessed major progress, where fully...
read it
-
Recurrent Fully Convolutional Networks for Video Segmentation
Image segmentation is an important step in most visual tasks. While conv...
read it
-
Joint Projection and Dictionary Learning using Low-rank Regularization and Graph Constraints
In this paper, we aim at learning simultaneously a discriminative dictio...
read it