Copertina

Contour Flow Constraint: Preserving Global Shape Similarity for Deep Learning based Image Segmentation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chen, Shengzhe, Dong, Zhaoxuan, Liu, Jun
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

D-Convexity: A Unified Differentiable Convex Shape Prior via Quasi-Concavity for Data-driven Image Segmentation
di: Chen, Shengzhe, et al.
Pubblicazione: (2026)

Contour Field based Elliptical Shape Prior for the Segment Anything Model
di: Zhao, Xinyu, et al.
Pubblicazione: (2025)

Deep ContourFlow: Advancing Active Contours with Deep Learning
di: Habis, Antoine, et al.
Pubblicazione: (2024)

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation
di: Zhang, Ruicheng, et al.
Pubblicazione: (2025)

Recurrent Generic Contour-based Instance Segmentation with Progressive Learning
di: Feng, Hao, et al.
Pubblicazione: (2023)

Shape-preserving Tooth Segmentation from CBCT Images Using Deep Learning with Semantic and Shape Awareness
di: Ji, Zongrui, et al.
Pubblicazione: (2025)

Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation
di: Gu, Yuliang, et al.
Pubblicazione: (2024)

Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions
di: Park, Sanguk, et al.
Pubblicazione: (2021)

Image Segmentation using Chan-Vese Active Contours
di: P, Pranav Shenoy K.
Pubblicazione: (2025)

ContourFormer: Real-Time Contour-Based End-to-End Instance Segmentation Transformer
di: Yao, Weiwei, et al.
Pubblicazione: (2025)

Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation
di: Hu, Saiyu, et al.
Pubblicazione: (2025)

Flow Mismatching: Unsupervised Anomaly Detection via Velocity Discrepancies in Flow Matching Models
di: Chen, Shengzhe, et al.
Pubblicazione: (2026)

Prompting DirectSAM for Semantic Contour Extraction in Remote Sensing Images
di: Miao, Shiyu, et al.
Pubblicazione: (2024)

When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy
di: Tan, Xiaofeng, et al.
Pubblicazione: (2026)

CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation
di: Yu, Ruiguo, et al.
Pubblicazione: (2024)

GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation
di: Guo, Yuxiang, et al.
Pubblicazione: (2023)

Deep Learning-based Image and Video Inpainting: A Survey
di: Quan, Weize, et al.
Pubblicazione: (2024)

Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation
di: Zhang, Kehui, et al.
Pubblicazione: (2024)

Walk the Lines 2: Contour Tracking for Detailed Segmentation
di: Kelm, André Peter, et al.
Pubblicazione: (2025)

Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness
di: Xu, Hao, et al.
Pubblicazione: (2025)

Rethinking Rotation-Invariant Recognition of Fine-grained Shapes from the Perspective of Contour Points
di: Xu, Yanjie, et al.
Pubblicazione: (2025)

Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray
di: Keuth, Ron, et al.
Pubblicazione: (2024)

PICS in Pics: Physics Informed Contour Selection for Rapid Image Segmentation
di: Dwivedi, Vikas, et al.
Pubblicazione: (2023)

Similarity Memory Prior is All You Need for Medical Image Segmentation
di: Tang, Hao, et al.
Pubblicazione: (2025)

Image-based Agarwood Resinous Area Segmentation using Deep Learning
di: Hipiny, Irwandi, et al.
Pubblicazione: (2024)

SRIF: Semantic Shape Registration Empowered by Diffusion-based Image Morphing and Flow Estimation
di: Sun, Mingze, et al.
Pubblicazione: (2024)

RotaTouille: Rotation Equivariant Deep Learning for Contours
di: Gardaa, Odin Hoff, et al.
Pubblicazione: (2025)

Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax
di: Jakhar, Karan, et al.
Pubblicazione: (2019)

Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation
di: Ye, Andre, et al.
Pubblicazione: (2023)

Image-Guided Shape-from-Template Using Mesh Inextensibility Constraints
di: Tran, Thuy, et al.
Pubblicazione: (2025)

FlowFixer: Towards Detail-Preserving Subject-Driven Generation
di: Jun, Jinyoung, et al.
Pubblicazione: (2026)

AdaContour: Adaptive Contour Descriptor with Hierarchical Representation
di: Ding, Tianyu, et al.
Pubblicazione: (2024)

Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction
di: Wang, Yuanbo, et al.
Pubblicazione: (2025)

Enhancing Cell Instance Segmentation in Scanning Electron Microscopy Images via a Deep Contour Closing Operator
di: Robert, Florian, et al.
Pubblicazione: (2024)

A Deep Learning-based Global and Segmentation-based Semantic Feature Fusion Approach for Indoor Scene Classification
di: Pereira, Ricardo, et al.
Pubblicazione: (2023)

GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation
di: Zhou, Feixiang, et al.
Pubblicazione: (2025)

DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity
di: Guermazi, Boujemaa, et al.
Pubblicazione: (2024)

Contour-Native Bridge Defect Detection and Compact Digital Archiving with Frequency-Supervised Fourier Contours
di: Liu, Jin, et al.
Pubblicazione: (2026)

Pairwise Similarity Regularization for Semi-supervised Graph Medical Image Segmentation
di: Zhou, Jialu, et al.
Pubblicazione: (2025)

Continuous-tone Simple Points: An $\ell_0$-Norm of Cyclic Gradient for Topology-Preserving Data-Driven Image Segmentation
di: Li, Wenxiao, et al.
Pubblicazione: (2026)