Search Results for author:
Found 11 papers, 5 papers with code
Fast Sampling generative model for Ultrasound image reconstruction
Image reconstruction from radio-frequency data is pivotal in ultrafast plane wave ultrasound imaging.
Single PW takes a shortcut to compound PW in US imaging
We hypothesize that a single PW can take a shortcut to reach the diffusion trajectory of PWC, removing the need to begin with Gaussian noise.
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
Furthermore, we utilize local Laplacian filters to refine the edge details in the high-frequency components in an adaptive manner.
HyperLips: Hyper Control Lips with High Resolution Decoder for Talking Face Generation
First, FaceEncoder is used to obtain latent code by extracting features from the visual face information taken from the video source containing the face frame. Then, HyperConv, which weighting parameters are updated by HyperNet with the audio features as input, will modify the latent code to synchronize the lip movement with the audio.
Towards General Low-Light Raw Noise Synthesis and Modeling
To address this issue, we introduce a new perspective to synthesize the signal-independent noise by a generative model.
Ranked #2 on
Image Denoising
on SID SonyA7S2 x300
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction
We find that dynamically masking a high proportion of the channels, e. g., 80%, yields nontrivial self-supervisors in both image and signal domains, which decrease the multiplicity of the pseudo solution to efficiently reconstruct the image from fewer PA measurements with minimum error of the image.
UPST-NeRF: Universal Photorealistic Style Transfer of Neural Radiance Fields for 3D Scene
Finally, we jointly optimize a hyper network to realize the scene photorealistic style transfer of arbitrary style images.
TransLoc3D : Point Cloud based Large-scale Place Recognition using Adaptive Receptive Fields
Place recognition plays an essential role in the field of autonomous driving and robot navigation.
Ranked #4 on
3D Place Recognition
on CS-Campus3D
Local Optical Conductivity of Bilayer Graphene with Kink Potential
We study the optical response of bilayer graphene with a kink potential composed of a domain wall separating two AB regions with opposite interlayer bias.
Mesoscale and Nanoscale Physics
Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition
Accelerated MRI scan may be achieved by acquiring less amount of k-space data (down-sampling in the k-space).
A Novel Approach for Stable Selection of Informative Redundant Features from High Dimensional fMRI Data
Feature selection is among the most important components because it not only helps enhance the classification accuracy, but also or even more important provides potential biomarker discovery.
