480 citations · 874 across the 10 of their papers we have counts for
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CVAM-Pose: Conditional Variational Autoencoder for Multi-Object Monocular Pose Estimation
Jianyu Zhao, Wei Quan, Bogdan J. Matuszewski
Estimating rigid objects' poses is one of the fundamental problems in computer vision, with a range of applications across automation and augmented reality. Most existing approache…
Polyp Segmentation Generalisability of Pretrained Backbones
Edward Sanderson, Bogdan J. Matuszewski
It has recently been demonstrated that pretraining backbones in a self-supervised manner generally provides better fine-tuned polyp segmentation performance, and that models with V…
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy
Edward Sanderson, Bogdan J. Matuszewski
Solutions to vision tasks in gastrointestinal endoscopy (GIE) conventionally use image encoders pretrained in a supervised manner with ImageNet-1k as backbones. However, the use of…