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Segmentation

Papers

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Showing 1701–1750 of 13072 papers

TitleStatusHype
Aggregated Attributions for Explanatory Analysis of 3D Segmentation ModelsCode0
EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified DecoderCode1
Navigating Uncertainty in Medical Image Segmentation—0
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation—0
Region Guided Attention Network for Retinal Vessel Segmentation—0
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation—0
Semantics Guided Disentangled GAN for Chest X-ray Image Rib Segmentation—0
Subthalamic Nucleus segmentation in high-field Magnetic Resonance data. Is space normalization by template co-registration necessary?—0
X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray ImagesCode0
Mamba meets crack segmentationCode1
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection—0
Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation—0
On the Viability of Semi-Supervised Segmentation Methods for Statistical Shape Modeling—0
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM—0
Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular StructuresCode1
CBCTLiTS: A Synthetic, Paired CBCT/CT Dataset For Segmentation And Style Transfer—0
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox EnvironmentsCode0
Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact StudyCode0
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images—0
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model—0
Scale Disparity of Instances in Interactive Point Cloud Segmentation—0
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image SegmentationCode2
ViLLa: Video Reasoning Segmentation with Large Language ModelCode1
Tree semantic segmentation from aerial image time series—0
SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching—0
Conformal Performance Range Prediction for Segmentation Output Quality ControlCode0
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation—0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation MasksCode2
SegPoint: Segment Any Point Cloud via Large Language Model—0
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture SynthesisCode1
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracyCode1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised SegmentationCode0
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud SegmentationCode1
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference—0
Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model—0
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation—0
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object DetectionCode1
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
Progressive Proxy Anchor Propagation for Unsupervised Semantic SegmentationCode1
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 ChallengeCode1
FoodMem: Near Real-time and Precise Food Video Segmentation—0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
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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