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Boxiang Rong's Projects

color_map_optimization icon color_map_optimization

[ETH 3D Vision Project] Implementation of point cloud + mesh reconstruction pipeline, together with "Color Map Optimization" on HoloLens captured dataset

hood icon hood

Code for CVPR2023 paper "HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics"

long-tail-detection icon long-tail-detection

Source code for long-tail object detection, including the averaged backbone, Transformer block and contrastive branch

motion-matching-for-human-skeleton icon motion-matching-for-human-skeleton

[Digital Human Proj] Implementation of motion matching pipeline, with AABB search, spring damper and inertialization. Run on LaFan1 dataset, we have multiple means of input to provide user with immersive game experience.

pose-classifier-on-fastpose icon pose-classifier-on-fastpose

[Digital Human Proj] Pipeline for Real-Time human pose tracking and classifying. Used as controller input of the motion matching project.

realtime-medical-mask-detection-based-on-faster-rcnn icon realtime-medical-mask-detection-based-on-faster-rcnn

Based on Faster R-CNN, we train model on our mask dataset and leverage data augmentation to preprocess our data. Mean average precision is introduced to evaluate the model performance. You'll see data augmentation and mAP evaluation in detailed explainations, and tutorials of faster-rcnn training

sugar icon sugar

Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering (CVPR 2024)

trajdeblur-nerf icon trajdeblur-nerf

[ETH 3D Vision Project] Add trajectory infomation to Deblur NeRF. Train and test on HoloLens captured Room Dataset.

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