WebbTo make the segmentation interpretable, we leverage the prior knowledge of eye shape by converting the self-supervised learned landmarks of each eye component to the segmentation maps.Specifically, we design a symmetrical auto-encoder architecture to learn disentangled representations of eye appearance and eye shape in a self-supervised … Webb30 aug. 2024 · We design a Shape-aware Convolutional (ShapeConv) layer to explicitly model the shape information for enhancing the RGB-D semantic segmentation accuracy. …
Shape and boundary-aware multi-branch model for semi-supervised medical
WebbEmbodied Scene-aware Human Pose Estimation. Cite arXiv Website video Tim Dockhorn, Arash Vahdat, ... Latent Point Diffusion Models for 3D Shape Generation. Cite arXiv Website Divyansh Garg, Sakanda Vaidyanath, Kuno Kim, ... Towards Annotation-efficient Segmentation via Image-to-image Translation. Cite arXiv Webb13 apr. 2024 · Request PDF On Apr 13, 2024, Quanwei Huang and others published Dual-Term Loss Function For Shape-Aware Medical Image Segmentation Find, read and cite … highly sensitive not empathetic
Geometry-Aware Distillation for Indoor Semantic Segmentation
WebbGiven the importance of shape modeling in medical image segmentation, a boundary-aware local transformer (BLT) module is constructed. Different from rigid window partitioning in vanilla transformers which would produce boundary distortion, BLT adopts an adaptive window partitioning scheme under the guidance of entropy for both … WebbThe framework can take an X-ray image and produce a vertebrae segmentation result without any manual intervention. Each block of the fully automatic framework has been trained on a set of 124 X-ray images and tested on another 172 images, all collected from real-life hospital emergency rooms. WebbGlaucoma is a chronic eye disease that permanently impairs vision. Vertical cup to disc ratio (vCDR) is essential for glaucoma screening. Thus, accurately segmenting the optic disc (OD) and optic cup (OC) from colour fundus images is essential. Previous fully-supervised methods achieved accurate segmentation results; then, they calculated the … small room colour ideas