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09/08/2023
Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation
Modern displays are capable of rendering video content with high dynamic...
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08/18/2023
Cost-Intelligent Data Analytics in the Cloud
For decades, database research has focused on optimizing performance und...
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08/10/2023
Toward Process Controlled Medical Robotic System
Medical errors, defined as unintended acts either of omission or commiss...
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08/05/2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction
Tagged magnetic resonance imaging (tMRI) has been employed for decades t...
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07/28/2023
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond
Over the past decade, deep learning technologies have greatly advanced t...
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06/27/2023
EVD Surgical Guidance with Retro-Reflective Tool Tracking and Spatial Reconstruction using Head-Mounted Augmented Reality Device
Augmented Reality (AR) has been used to facilitate surgical guidance dur...
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06/27/2023
LeCo: Lightweight Compression via Learning Serial Correlations
Lightweight data compression is a key technique that allows column store...
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06/17/2023
Efficient HDR Reconstruction from Real-World Raw Images
High dynamic range (HDR) imaging is still a significant yet challenging ...
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04/12/2023
SAMM (Segment Any Medical Model): A 3D Slicer Integration to SAM
The Segment Anything Model (SAM) is a new image segmentation tool traine...
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03/24/2023
Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects
The recently proposed open-world object and open-set detection achieve a...
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03/23/2023
Masked Image Training for Generalizable Deep Image Denoising
When capturing and storing images, devices inevitably introduce noise. R...
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03/10/2023
Deformable Cross-Attention Transformer for Medical Image Registration
Transformers have recently shown promise for medical image applications,...
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03/10/2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration
In the past, optimization-based registration models have used spatially-...
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02/01/2023
A latent space for unsupervised MR image quality control via artifact assessment
Image quality control (IQC) can be used in automated magnetic resonance ...
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01/18/2023
Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI
Tagged magnetic resonance imaging (MRI) has been used for decades to obs...
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12/12/2022
HACA3: A Unified Approach for Multi-site MR Image Harmonization
The lack of standardization is a prominent issue in magnetic resonance (...
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10/02/2022
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis
In this paper, we propose a novel dual-branch Transformation-Synthesis n...
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07/12/2022
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm
Point cloud completion aims to predict complete shape from its partial o...
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05/14/2022
Evaluating the Generalization Ability of Super-Resolution Networks
Performance and generalization ability are two important aspects to eval...
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05/10/2022
Disentangling A Single MR Modality
Disentangling anatomical and contrast information from medical images ha...
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03/05/2022
Coordinate Translator for Learning Deformable Medical Image Registration
The majority of deep learning (DL) based deformable image registration m...
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10/09/2021
Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning
Video colorization is a challenging and highly ill-posed problem. Althou...
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07/07/2021
Blind Image Super-Resolution: A Survey and Beyond
Blind image super-resolution (SR), aiming to super-resolve low-resolutio...
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05/27/2021
HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization
Most consumer-grade digital cameras can only capture a limited range of ...
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04/13/2021
Very Lightweight Photo Retouching Network with Conditional Sequential Modulation
Photo retouching aims at improving the aesthetic visual quality of image...
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03/24/2021
Information-based Disentangled Representation Learning for Unsupervised MR Harmonization
Accuracy and consistency are two key factors in computer-assisted magnet...
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09/22/2020
Conditional Sequential Modulation for Efficient Global Image Retouching
Photo retouching aims at enhancing the aesthetic visual quality of image...
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09/10/2020
Enhanced Quadratic Video Interpolation
With the prosperity of digital video industry, video frame interpolation...
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08/18/2020
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results
This paper is the report of the first Under-Display Camera (UDC) image r...
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01/20/2020
FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing
Recently, convolutional neural networks (CNNs) have achieved great impro...
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08/18/2019
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution
Generative Adversarial Networks (GAN) have demonstrated the potential to...
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09/01/2018