Cover Image

Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cabini, Raffaella Fiamma, Tettamanti, Horacio, Zanella, Mattia
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A kinetic approach to consensus-based segmentation of biomedical images
by: Cabini, Raffaella Fiamma, et al.
Published: (2022)

SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus
by: Gao, Yifan, et al.
Published: (2025)

Encoder-Quantization-Motion-based Video Quality Metrics
by: Chen, Yixu, et al.
Published: (2024)

On the Impact of LiDAR Point Cloud Compression on Remote Semantic Segmentation
by: Fernandes, Tiago de S., et al.
Published: (2025)

Evaluating Video Quality Metrics for Neural and Traditional Codecs using 4K/UHD-1 Videos
by: Herb, Benjamin, et al.
Published: (2025)

Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
by: Huang, Ziyang, et al.
Published: (2026)

Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation
by: Shen, Yiqing, et al.
Published: (2024)

Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study
by: Sadegheih, Yousef, et al.
Published: (2024)

Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation
by: Wu, Linshan, et al.
Published: (2024)

Hybrid Kinetics Embedding Framework for Dynamic PET Reconstruction
by: Ye, Yubo, et al.
Published: (2024)

SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement
by: Zhang, Yuhao, et al.
Published: (2025)

Inter-Camera Color Correction for Multispectral Imaging with Camera Arrays Using a Consensus Image
by: Kossira, Katja, et al.
Published: (2024)

Rate-Distortion Optimization for Ensembles of Non-Reference Metrics
by: Xiong, Xin, et al.
Published: (2026)

LiDAR Depth Map Guided Image Compression Model
by: Gnutti, Alessandro, et al.
Published: (2024)

Understanding Untrained Deep Models for Inverse Problems: Algorithms and Theory
by: Alkhouri, Ismail, et al.
Published: (2025)

Human Gaze-based Dual Teacher Guidance Learning for Semi-Supervised Medical Image Segmentation
by: Ge, Rongjun, et al.
Published: (2026)

Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIs
by: Shen, Yiqing, et al.
Published: (2024)

Restoring Connectivity in Vascular Segmentation using a Learned Post-Processing Model
by: Carneiro-Esteves, Sophie, et al.
Published: (2024)

GUSL: A Novel and Efficient Machine Learning Model for Prostate Segmentation on MRI
by: Yang, Jiaxin, et al.
Published: (2025)

Edge2Prompt: Modality-Agnostic Model for Out-of-Distribution Liver Segmentation
by: Hollet, Nathan, et al.
Published: (2025)

Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation
by: Saragih, Daniel, et al.
Published: (2023)

Kinetic and mean-field modeling of muscular dystrophies
by: Lorenzi, Tommaso, et al.
Published: (2025)

Observer-Usable Information as a Task-specific Image Quality Metric
by: Lu, Changjie, et al.
Published: (2025)

Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation
by: Li, Minglong, et al.
Published: (2025)

Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour Segmentation
by: Alloula, Anissa, et al.
Published: (2023)

Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation
by: Sheng, Jiaxi, et al.
Published: (2025)

M$^4$oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts
by: Jiang, Yufeng, et al.
Published: (2024)

Dual Agreement Consistency Learning with Foundation Models for Semi-Supervised Fetal Heart Ultrasound Segmentation and Diagnosis
by: Wang, Fangyijie, et al.
Published: (2026)

Generative Data-engine Foundation Model for Universal Few-shot 2D Vascular Image Segmentation
by: Ge, Rongjun, et al.
Published: (2026)

CONSeg: Voxelwise Glioma Conformal Segmentation
by: Elyassirad, Danial, et al.
Published: (2025)

The OCR-PT-CT Project: Semi-Automatic Recognition of Ancient Egyptian Hieroglyphs Based on Metric Learning
by: Fuentes-Jimenez, David, et al.
Published: (2025)

Deep Learning for Automated Wound Classification And Segmentation
by: Jahangir, Md. Zihad Bin, et al.
Published: (2024)

When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation
by: Fang, Zhuoyi, et al.
Published: (2024)

Prompt-based Multimodal Semantic Communication for Multi-spectral Image Segmentation
by: Zhang, Haoshuo, et al.
Published: (2025)

Synthetic Volumetric Data Generation Enables Zero-Shot Generalization of Foundation Models in 3D Medical Image Segmentation
by: Chakrabarty, Satrajit, et al.
Published: (2026)

Dante: An Open Source Model Pre-Training and Fine-Tuning Tool for the Dafne Federated Framework for Medical Image Segmentation
by: Timpano, Giuseppe, et al.
Published: (2026)

Dependability Evaluation of Stable Diffusion with Soft Errors on the Model Parameters
by: Gao, Zhen, et al.
Published: (2024)

Rate-Distortion Optimization with Non-Reference Metrics for UGC Compression
by: Fernández-Menduiña, Samuel, et al.
Published: (2025)

From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation
by: An, Jinseo, et al.
Published: (2025)

Evaluating the Impact of Radiographic Noise on Chest X-ray Semantic Segmentation and Disease Classification Using a Scalable Noise Injection Framework
by: Jiu, Derek, et al.
Published: (2025)