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prmlt

Matlab code for machine learning algorithms in book PRML

ptgan

The code of PTGAN

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

quicksilver

Predictive Image Registration

radiomics

MATLAB programming tools for radiomics analysis

real_time_face_recognition

Real time face detection and recognition base on opencv/tensorflow/mtcnn/facenet

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

realtime_multi-person_pose_estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

realtimedeeds

example code for TBME Publication "Model-based Sparse-to-dense Image Registration for Realtime Respiratory Motion Estimation in Image-guided Interventions"

recursive-cascaded-networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

refers

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

registration

Image Registration

registration-da-mean-teacher

Source code for our Miccai2022 paper "Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts.

regnet

Nonrigid image registration using multi-scale 3D convolutional neural networks

regrcnn

This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. The framework is a fork of github.com/MIC-DKFZ/medicaldetectiontoolkit with added regression capabilities.

regseg

RegSeg is a simultaneous segmentation and registration method that uses active contours without edges (ACWE) extracted from structural images. The contours evolve through a free-form deformation field supported by the B-spline basis to optimally map the contours onto the data in the target space.

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

retinalsegreg

Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images based on Style Transfer

rl-surgical-gesture-segmentation

Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification (MICCAI 2018)

rmi

This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.

sagan

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

saliencysegment

Video Salient Object Detection via Fully Convolutional Networks (TIP18)

scanner

Efficient video analysis at scale

scvi-tools

Deep probabilistic analysis of single-cell omics data

seg_every_thing

Code release for R. Hu et al., Learning to Segment Every Thing. in CVPR, 2018.

segcaps

Official Implementation of the Paper "Capsules for Object Segmentation".

self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

sifa