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09/20/2023
BroadBEV: Collaborative LiDAR-camera Fusion for Broad-sighted Bird's Eye View Map Construction
A recent sensor fusion in a Bird's Eye View (BEV) space has shown its ut...
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09/04/2023
Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction
Existing frameworks for image stitching often provide visually reasonabl...
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09/04/2023
Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition
Trendy suggestions for learning-based elastic warps enable the deep imag...
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07/05/2022
Learning Local Implicit Fourier Representation for Image Warping
Image warping aims to reshape images defined on rectangular grids into a...
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11/17/2021
Local Texture Estimator for Implicit Representation Function
Recent works with an implicit neural function shed light on representing...
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11/25/2019
Reducing the Human Effort in Developing PET-CT Registration
We aim to reduce the tedious nature of developing and evaluating methods...
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10/03/2019
Time-Dependent Deep Image Prior for Dynamic MRI
We propose a novel unsupervised deep-learning-based algorithm to solve t...
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01/14/2019
Self-Supervised Deep Active Accelerated MRI
We propose to simultaneously learn to sample and reconstruct magnetic re...
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09/19/2018
Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals
Given a set of samples, a few of them being possibly saturated, we propo...
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09/06/2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction
We present a new method for image reconstruction which replaces the proj...
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04/20/2017
Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging
For effective treatment of Alzheimer disease (AD), it is important to id...
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11/11/2016
Deep Convolutional Neural Network for Inverse Problems in Imaging
In this paper, we propose a novel deep convolutional neural network (CNN...
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10/19/2015