Buchumschlag

Dual-Attention U-Net++ with Class-Specific Ensembles and Bayesian Hyperparameter Optimization for Precise Wound and Scale Marker Segmentation

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Cieślak, Daniel, Reca, Miriam, Onyshchenko, Olena, Rumiński, Jacek
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning I.4.6; I.5.1; I.2.6; J.3
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

U-SEG: Uncertainty in SEGmentation -- A systematic multi-variable exploration
von: Smith, Michael, et al.
Veröffentlicht: (2026)

Leveraging Causal Reasoning Method for Explaining Medical Image Segmentation Models
von: Jiang, Limai, et al.
Veröffentlicht: (2026)

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
von: Xie, Weiyi, et al.
Veröffentlicht: (2024)

Few-Shot Learning of a Graph-Based Neural Network Model Without Backpropagation
von: Lapin, Mykyta, et al.
Veröffentlicht: (2025)

From Articles to Canopies: Knowledge-Driven Pseudo-Labelling for Tree Species Classification using LLM Experts
von: Romaszewski, Michał, et al.
Veröffentlicht: (2026)

Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
von: Gomes, Manuel, et al.
Veröffentlicht: (2025)

A General Ambiguity Model for Binary Edge Images with Edge Tracing and its Implementation
von: Hennig, Markus, et al.
Veröffentlicht: (2024)

BenthiCat: An opti-acoustic dataset for advancing benthic classification and habitat mapping
von: Rajani, Hayat, et al.
Veröffentlicht: (2025)

U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs
von: Mukisa, Racheal, et al.
Veröffentlicht: (2025)

Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
von: Ali, Syed Haider, et al.
Veröffentlicht: (2025)

Poison in the Well: Feature Embedding Disruption in Backdoor Attacks
von: Feng, Zhou, et al.
Veröffentlicht: (2025)

DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images
von: Mukisa, Racheal, et al.
Veröffentlicht: (2025)

Evaluation of Attention Mechanisms in U-Net Architectures for Semantic Segmentation of Brazilian Rock Art Petroglyphs
von: Melo, Leonardi, et al.
Veröffentlicht: (2025)

Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery
von: Maniyar, Chintan B., et al.
Veröffentlicht: (2025)

Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model
von: Li, Kai, et al.
Veröffentlicht: (2023)

Adapting SAM with Dynamic Similarity Graphs for Few-Shot Parameter-Efficient Small Dense Object Detection: A Case Study of Chickpea Pods in Field Conditions
von: Jiang, Xintong, et al.
Veröffentlicht: (2025)

Risk-Calibrated Bayesian Streaming Intrusion Detection with SRE-Aligned Decisions
von: Youssef, Michel
Veröffentlicht: (2025)

WoundNet-Ensemble: A Novel IoMT System Integrating Self-Supervised Deep Learning and Multi-Model Fusion for Automated, High-Accuracy Wound Classification and Healing Progression Monitoring
von: Kiprono, Moses
Veröffentlicht: (2025)

Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
von: Lahchim, Amal, et al.
Veröffentlicht: (2026)

Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
von: Oskouei, Soroush, et al.
Veröffentlicht: (2024)

Combining Euclidean Alignment and Data Augmentation for BCI decoding
von: Rodrigues, Gustavo H., et al.
Veröffentlicht: (2024)

Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer
von: Saukkoriipi, Mikko, et al.
Veröffentlicht: (2024)

Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension
von: Herde, Marek, et al.
Veröffentlicht: (2024)

Deep Learning-Based Early-Stage IR-Drop Estimation via CNN Surrogate Modeling
von: Bhadana, Ritesh
Veröffentlicht: (2026)

RepAir: A Framework for Airway Segmentation and Discontinuity Correction in CT
von: Oyer, John M., et al.
Veröffentlicht: (2025)

SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation
von: Udayangani, Nimeshika, et al.
Veröffentlicht: (2025)

Impact of Data Snooping on Deep Learning Models for Locating Vulnerabilities in Lifted Code
von: McCully, Gary A., et al.
Veröffentlicht: (2024)

Comparing Unidirectional, Bidirectional, and Word2vec Models for Discovering Vulnerabilities in Compiled Lifted Code
von: McCully, Gary A., et al.
Veröffentlicht: (2024)

Bi-Directional Transformers vs. word2vec: Discovering Vulnerabilities in Lifted Compiled Code
von: McCully, Gary A., et al.
Veröffentlicht: (2024)

Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning
von: Mukisa, Racheal, et al.
Veröffentlicht: (2025)

Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification
von: Abdelhamid, Mohamed, et al.
Veröffentlicht: (2024)

Enhancing Medical Data Analysis through AI-Enhanced Locally Linear Embedding: Applications in Medical Point Location and Imagery
von: Khalid, Hassan, et al.
Veröffentlicht: (2025)

Deep Learning with Self-Attention and Enhanced Preprocessing for Precise Diagnosis of Acute Lymphoblastic Leukemia from Bone Marrow Smears in Hemato-Oncology
von: Maruf, Md., et al.
Veröffentlicht: (2025)

A Second-Order Attention Mechanism For Prostate Cancer Segmentation and Detection in Bi-Parametric MRI
von: Ortiz, Mateo, et al.
Veröffentlicht: (2025)

Confronting the Reproducibility Crisis: A Case Study of Challenges in Cybersecurity AI
von: Moulton, Richard H., et al.
Veröffentlicht: (2024)

Data-efficient U-Net for Segmentation of Carbide Microstructures in SEM Images of Steel Alloys
von: Gerçek, Alinda Ezgi, et al.
Veröffentlicht: (2025)

Enhanced Protein Intrinsic Disorder Prediction Through Dual-View Multiscale Features and Multi-objective Evolutionary Algorithm
von: Wang, Shaokuan, et al.
Veröffentlicht: (2026)

Efficient Attention: Attention with Linear Complexities
von: Shen, Zhuoran, et al.
Veröffentlicht: (2018)

Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack
von: Abdukhamidov, Eldor, et al.
Veröffentlicht: (2025)

Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification
von: V, Pandiyaraju, et al.
Veröffentlicht: (2024)