ouyangjiahong

fdg-zerodose

FDG ZeroDose PET reconstruction

image2image-baseline-model

pytorch version of medical image reconstruction baseline models (UNet and GAN)

longitudinal-direction-disentangle

"Disentangling Normal Aging from Severity of Disease via Weak Supervision on Longitudinal MRI", IEEE Transactions on Medical Imaging

longitudinal-neighbourhood-embedding

Self-supervised Longitudinal Neighbourhood Embedding (LNE), MICCAI2021 & Speicial Issue on Medical Image Analysis

longitudinal-pooling

MICCAI 2020 - Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization

longitudinal-som-single-modality

LSOR: Longitudinally-Consistent Self-Organized Representation Learning (Submitted to MICCAI2023)

multi_attention_gazenet

Spatial and temporal attention GazeNet

project_lowdose_Amyloid

Ultra-low-dose Amyloid PET reconstruction by GAN with perceptual loss

representation-disentanglement

Code for paper: Representation Disentanglement for Multi-modal Brain MR Analysis. Accepted by IPMI 2021.

robot-autonomy

Assignments of CMU 16-662 Robot Autonomy

ouyangjiahong/image2image-baseline-model

pytorch version of medical image reconstruction baseline models (UNet and GAN)

ouyangjiahong/longitudinal-neighbourhood-embedding

Self-supervised Longitudinal Neighbourhood Embedding (LNE), MICCAI2021 & Speicial Issue on Medical Image Analysis

ouyangjiahong/representation-disentanglement

Code for paper: Representation Disentanglement for Multi-modal Brain MR Analysis. Accepted by IPMI 2021.

ouyangjiahong/longitudinal-direction-disentangle

"Disentangling Normal Aging from Severity of Disease via Weak Supervision on Longitudinal MRI", IEEE Transactions on Medical Imaging

ouyangjiahong/longitudinal-pooling

MICCAI 2020 - Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization

ouyangjiahong/longitudinal-som-single-modality

LSOR: Longitudinally-Consistent Self-Organized Representation Learning (Submitted to MICCAI2023)

ouyangjiahong/project_lowdose_Amyloid

Ultra-low-dose Amyloid PET reconstruction by GAN with perceptual loss

ouyangjiahong/multi_attention_gazenet

Spatial and temporal attention GazeNet

ouyangjiahong/robot-autonomy

Assignments of CMU 16-662 Robot Autonomy

ouyangjiahong/fdg-zerodose

FDG ZeroDose PET reconstruction

ouyangjiahong/fingerprint-pose-estimation

undergraduate thesis, Fingerprint pose estimation based on Faster R-CNN, IJCB 2017

ouyangjiahong/pix2pix-tensorflow

Image-to-Image conditional GAN for the OCT cornea image noise removal

ouyangjiahong/retina-disease-classification

Retina disease severity level classification with small dataset. Skill test for IIISLab.

ouyangjiahong/visual-learning

Assignments for CMU 16-824 Visual Learning and Recognition

ouyangjiahong/computer-vision

assignments for 16-720A computer vision

ouyangjiahong/CycleGAN-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

ouyangjiahong/dsb2018

Data Science Bowl 2018, Nuclei Image Segmentation using Multi-task U-Net

ouyangjiahong/dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

ouyangjiahong/ouyangjiahong.github.io

ouyangjiahong/vrd-dsr

Code for Visual Relationship Detection with Deep Structural Ranking (AAAI2018)