Search Results for author:
Found 7 papers, 3 papers with code
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy
In this work, we study the fine-tuned performance of models with ResNet50 and ViT-B backbones pretrained in self-supervised and supervised manners with ImageNet-1k and Hyperkvasir-unlabelled (self-supervised only) in a range of GIE vision tasks.
SimCol3D -- 3D Reconstruction during Colonoscopy Challenge
We show that depth prediction in virtual colonoscopy is robustly solvable, while pose estimation remains an open research question.
FCN-Transformer Feature Fusion for Polyp Segmentation
The resulting features from both branches are then fused for final prediction of a $h\times w$ segmentation map.
Ranked #5 on
Medical Image Segmentation
on Kvasir-SEG
mREAL-GAN: Generating Multiple Residential Electrical Appliance Load Profiles with Inter-Dependencies using a Generative Adversarial Network
In this paper, we introduce mREAL-GAN, a generative adversarial network (GAN) for the parallel generation of multiple residential electrical appliance load (mREAL) profiles.
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest
Colorectal adenocarcinoma originating in intestinal glandular structures is the most common form of colon cancer.
Assessment of algorithms for mitosis detection in breast cancer histopathology images
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic figures in hematoxylin and eosin stained histology sections, is considered to be one of the most important prognostic markers.
Non-rigid Structure from Motion with Diffusion Maps Prior
In this paper, a novel approach based on a non-linear manifold learning technique is proposed to recover 3D nonrigid structures from 2D image sequences captured by a single camera.
