{"total":13,"rows":[{"id":"2210.03299","title":"A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings","created":"2022-10-07","cited_by_count":10,"area":null},{"id":"2310.02641","title":"Deformation-Invariant Neural Network and Its Applications in Distorted Image Restoration and Analysis","created":"2023-10-04","cited_by_count":8,"area":null},{"id":"2110.10580","title":"A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry applied to Imaging","created":"2021-10-20","cited_by_count":7,"area":null},{"id":"2401.00456","title":"Double-well Net for Image Segmentation","created":"2023-12-31","cited_by_count":7,"area":null},{"id":"2202.13331","title":"Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component","created":"2022-02-27","cited_by_count":4,"area":null},{"id":"2402.14695","title":"QIS : Interactive Segmentation via Quasi-Conformal Mappings","created":"2024-02-22","cited_by_count":4,"area":null},{"id":"2601.11409","title":"Topology-Guaranteed Image Segmentation: Enforcing Connectivity, Genus, and Width Constraints","created":"2026-01-16","cited_by_count":2,"area":null},{"id":"2407.04360","title":"Shape Prior Segmentation Guided by Harmonic Beltrami Signature","created":"2024-07-05","cited_by_count":1,"area":null},{"id":"2508.07721","title":"A Registration-Based Star-Shape Segmentation Model and Fast Algorithms","created":"2025-08-11","cited_by_count":1,"area":null},{"id":"2504.13432","title":"Circular Quasiconformal Deturbulence: Geometry-Based Restoration from Multiple Turbulent Frames","created":"2025-04-18","cited_by_count":0,"area":null},{"id":"2508.11216","title":"Coupled Reconstruction of 2D Blood Flow and Vessel Geometry from Noisy Images via Physics-Informed Neural Networks and Quasi-Conformal Mapping","created":"2025-08-15","cited_by_count":0,"area":null},{"id":"2511.01911","title":"Variational Geometry-aware Neural Network based Method for Solving High-dimensional Diffeomorphic Mapping Problems","created":"2025-10-31","cited_by_count":0,"area":null},{"id":"2604.28159","title":"Continuous-tone Simple Points: An $\\ell_0$-Norm of Cyclic Gradient for Topology-Preserving Data-Driven Image Segmentation","created":"2026-04-30","cited_by_count":0,"area":null}],"next_cursor":null}