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Segmentation

Papers

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Showing 651–700 of 13072 papers

TitleStatusHype
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA FiltersCode1
DB-SAM: Delving into High Quality Universal Medical Image SegmentationCode1
Med-TTT: Vision Test-Time Training model for Medical Image SegmentationCode1
Unleashing the Potential of the Diffusion Model in Few-shot Semantic SegmentationCode1
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature GraftingCode1
IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based LossCode1
ASQuery: A Query-based Model for Action SegmentationCode1
SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image SegmentationCode1
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus ImagesCode1
The BRAVO Semantic Segmentation Challenge Results in UNCV2024Code1
UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular SegmentationCode1
GAInS: Gradient Anomaly-aware Biomedical Instance SegmentationCode1
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal ModelCode1
Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor SegmentationCode1
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image SegmentationCode1
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image SegmentationCode1
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided PrototypingCode1
HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving ScenariosCode1
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image SegmentationCode1
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and BenchmarkCode1
SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2Code1
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?Code1
Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal ReasoningCode1
A Likelihood Ratio-Based Approach to Segmenting Unknown ObjectsCode1
Sam2Rad: A Segmentation Model for Medical Images with Learnable PromptsCode1
SSFam: Scribble Supervised Salient Object Detection FamilyCode1
SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidanceCode1
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target DetectionCode1
iSeg: An Iterative Refinement-based Framework for Training-free SegmentationCode1
MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of MiceCode1
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor SegmentationCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image SegmentationCode1
Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal ConsistencyCode1
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution AlignmentCode1
Segmentation-guided Layer-wise Image Vectorization with Gradient FillsCode1
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack SegmentationCode1
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across DatasetsCode1
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei SegmentationCode1
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic SegmentationCode1
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in ColonoscopyCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak SupervisionCode1
SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical ImagesCode1
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic SegmentationCode1
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionCode1
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRICode1
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasoundCode1
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentationCode1
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified