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Interactive Segmentation

Papers

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Showing 101–150 of 255 papers

TitleStatusHype
A Compact Linear Programming Relaxation for Binary Sub-modular MRF—0
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO—0
Active spline model: A shape based model-interactive segmentation—0
Adapting the Segment Anything Model During Usage in Novel Situations—0
A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images—0
A dynamic interactive learning framework for automated 3D medical image segmentation—0
An annotated instance segmentation XXL-CT data-set from a historic airplane—0
An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI—0
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge—0
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning—0
BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images—0
CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement—0
ClickBAIT-v2: Training an Object Detector in Real-Time—0
Click-Gaussian: Interactive Segmentation to Any 3D Gaussians—0
Clicks2Line: Using Lines for Interactive Image Segmentation—0
Color Image Segmentation Metrics—0
Conditional Diffusion for Interactive Segmentation—0
Content-Aware Multi-Level Guidance for Interactive Instance Segmentation—0
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections—0
Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation—0
Contour-based Interactive Segmentation—0
Co-Sparse Textural Similarity for Image Segmentation—0
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation—0
Deep Active Contours—0
DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces—0
Deep GrabCut for Object Selection—0
Deep Interactive Region Segmentation and Captioning—0
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy—0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain—0
Dominant Sets for "Constrained" Image Segmentation—0
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer—0
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation—0
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images—0
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity—0
Embodied Uncertainty-Aware Object Segmentation—0
Error-tolerant Scribbles Based Interactive Image Segmentation—0
Evidential Calibrated Uncertainty-Guided Interactive Segmentation paradigm for Ultrasound Images—0
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points—0
Feature Decoupling-Recycling Network for Fast Interactive Segmentation—0
FocalClick-XL: Towards Unified and High-quality Interactive Segmentation—0
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting—0
Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks—0
Guided interactive image segmentation using machine learning and color based data set clustering—0
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images—0
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images—0
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections—0
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence—0
Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus—0
Insights From A Large-Scale Database of Material Depictions In Paintings—0
Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive—0
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All datasetsGrabCutDAVISBerkeleySBDDAVIS-585PASCAL VOCRooftopCityscapes valCOCO (Common Objects in Context)COCO minivalDRIONS-DBPASCAL2COCO(Unseen)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DOS w/o GCNoC@9012.59—Unverified
2DOS with GCNoC@906.08—Unverified
3RIS-NetNoC@905—Unverified
4Latent diversityNoC@904.79—Unverified
5BRSNoC@903.6—Unverified
6CM guidanceNoC@903.58—Unverified
7IA+SANoC@903.07—Unverified
8UCP-NetNoC@902.76—Unverified
9f-BRS-B (ResNet-34)NoC@902.46—Unverified
10RITM (HRNet18, SBD)NoC@902.04—Unverified
#ModelMetricClaimedVerifiedStatus
1DOS w/o GCNoC@9017.11—Unverified
2DOS with GCNoC@9012.58—Unverified
3Latent diversityNoC@909.57—Unverified
4BRSNoC@908.24—Unverified
5f-BRS-B (ResNet-101)NoC@907.41—Unverified
6EdgeFlowNoC@905.77—Unverified
7RITM (HRNet18, SBD)NoC@905.74—Unverified
8SimpleClick (ViT-H, SBD)NoC@905.34—Unverified
9RITM (HRNet-32, C+L)NoC@905.34—Unverified
10IA-FP-NetNoC@905.22—Unverified
#ModelMetricClaimedVerifiedStatus
1CM guidanceNoC@905.6—Unverified
2BRSNoC@905.08—Unverified
3IA+SANoC@904.94—Unverified
4f-BRS-B (ResNet-50)NoC@904.34—Unverified
5RITM (HRNet18, SBD)NoC@903.22—Unverified
6UCP-NetNoC@902.7—Unverified
7EdgeFlowNoC@902.4—Unverified
8RITM (HRNet18, C+L)NoC@902.26—Unverified
9IA-FP-Net(HRNet, C+L)NoC@902.12—Unverified
10SimpleClick (ViT-H, SBD)NoC@902.09—Unverified
#ModelMetricClaimedVerifiedStatus
1DOS w/o GCNoC@9016.79—Unverified
2DOS with GCNoC@9012.8—Unverified
3Latent diversityNoC@9010.78—Unverified
4BRSNoC@909.78—Unverified
5f-BRS-B (ResNet-101)NoC@907.73—Unverified
6RIS-NetNoC@856.03—Unverified
7FocalClickNoC@905.59—Unverified
8RITM (HRNet18, SBD)NoC@905.43—Unverified
9FocusCutNoC@905.31—Unverified
10IA-FP-Net(HRNet,SBD)NoC@905.25—Unverified
#ModelMetricClaimedVerifiedStatus
1FocalClick-B3-S2NoC@902.76—Unverified
2ViT-B+MST+CLNoC@902.29—Unverified
#ModelMetricClaimedVerifiedStatus
1EdgeFlowNoC@852.5—Unverified
2ICL CFR-1 (ViT-H, C+L)NoC@952.45—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU94—Unverified
2IA+SANoC@803.6—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU83.8—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU85.2—Unverified
#ModelMetricClaimedVerifiedStatus
1ViT-B+MST+CLNoC@852.08—Unverified
#ModelMetricClaimedVerifiedStatus
1IA+SANoC@903.1—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1ViT-B+MST+CLNoC@851.69—Unverified
#ModelMetricClaimedVerifiedStatus
1IOGInstance Average IoU83.7—Unverified