3 papers
eess.IV2025
Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis
Kleanthis Marios Papadopoulos, Tania Stathaki
The abundance of information present in Whole Slide Images (WSIs) renders them an essential tool for survival analysis. Several Multiple Instance Learning frameworks proposed for t…
cs.CV2024
Mean Height Aided Post-Processing for Pedestrian Detection
Jing Yuan, Tania Stathaki, Guangyu Ren
The design of pedestrian detectors seldom considers the unique characteristics of this task and usually follows the common strategies for general object detection. To explore the p…
cs.CV2024
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation
Jing Yuan, Tania Stathaki
Scribble supervision, a common form of weakly supervised learning, involves annotating pixels using hand-drawn curve lines, which helps reduce the cost of manual labelling. This te…