Bastian Wittmann's Projects
Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
A collection of resources on applications of Transformers in Medical Imaging.
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Material for the full-day practical session 'Medical Image Classification and Segmentation with Deep Learning' 🫁.
A link prediction algorithm tailored to flow-driven spatial networks. Paper accepted @ WACV24
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph (ECCV 2022, Oral) :fire:
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
AI Toolkit for Healthcare Imaging
A Python based 2D navigation stack developed as part of the practical course 'Intelligent Mobile Robots with ROS' at TUM.
Exercises of the practical course 'Intelligent Mobile Robots with ROS' at TUM.
A lightweight neural network for multi-view classification and reconstruction.
ROS source code for communicating with the Festo Robotino robot
This repository contains the ROS source code for simulating the Festo Robotino robot.
A synthesis pipeline for annotation-free blood vessel segmentation in cerebral 3D OCTA images. Paper accepted @ MICCAI24
Utilizing a transformer-based object detector for the task of 3D visual grounding.
A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.
This repository hosts source code for an automated voreen-based pipeline covering graph generation, post processing, atlas annotation and statistical analysis.