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chyang0822's Projects

2d3dmatr icon 2d3dmatr

[ICCV2023] 2D-3D Matching Transformer for Detection-free Registration between Images and Point Clouds

adelaidepth icon adelaidepth

This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

convlstm-surgical-tool-tracker icon convlstm-surgical-tool-tracker

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

cvs_annotator icon cvs_annotator

Application for reviewing and annotating frames with critical view of safety (CVS) criteria and other relevant information

dfmir icon dfmir

official implementation of paper "Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation"

diffpose icon diffpose

[CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering

gsdt icon gsdt

Official PyTorch implementation of "Joint Object Detection and Multi-Object Tracking with Graph Neural Networks"

mixformer icon mixformer

[CVPR 2022 Oral] MixFormer: End-to-End Tracking with Iterative Mixed Attention

neuralrgbd icon neuralrgbd

Neural RGB→D Sensing: Per-pixel depth and its uncertainty estimation from a monocular RGB video

pyvista icon pyvista

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

sam-med3d icon sam-med3d

SAM-Med3D: An Efficient 3D Model for Promptable Volumetric Medical Image Segmentation

sc_depth_pl icon sc_depth_pl

SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/

tensorrtx icon tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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