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Segmentation

Papers

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Showing 5401–5450 of 13072 papers

TitleStatusHype
A Unified View of Masked Image ModelingCode0
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation—0
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation—0
Improved lung segmentation based on U-Net architecture and morphological operations—0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation—0
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline ExtractionCode0
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation—0
Otsu based Differential Evolution Method for Image Segmentation—0
Cerebrovascular Segmentation via Vessel Oriented Filtering Network—0
TIVE: A Toolbox for Identifying Video Instance Segmentation ErrorsCode1
EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle—0
Cutting-Splicing data augmentation: A novel technology for medical image segmentation—0
Heterogeneous Feature Distillation Network for SAR Image Semantic Segmentation—0
ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNetCode1
Semantic Segmentation with Active Semi-Supervised Representation Learning—0
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation—0
Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks—0
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds—0
Instance Segmentation with Cross-Modal Consistency—0
MOVE: Unsupervised Movable Object Segmentation and DetectionCode1
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional NetworksCode1
Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning—0
MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-aware Video Panoptic Segmentation—0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural DomainCode1
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing—0
Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT ScansCode1
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images—0
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer—0
On the calibration of underrepresented classes in LiDAR-based semantic segmentation—0
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsCode0
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image SegmentationCode0
Geometric Active Learning for Segmentation of Large 3D Volumes—0
X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation—0
Feature-Proxy Transformer for Few-Shot SegmentationCode1
Feature-Adaptive Interactive Thresholding of Large 3D Volumes—0
Exploring Long-Sequence Masked AutoencodersCode1
Subword Segmental Language Modelling for Nguni LanguagesCode0
Quantifying U-Net Uncertainty in Multi-Parametric MRI-based Glioma Segmentation by Spherical Image Projection—0
Robust Action Segmentation from Timestamp Supervision—0
AISFormer: Amodal Instance Segmentation with TransformerCode1
The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion)—0
Hierarchical Instance Mixing across Domains in Aerial Segmentation—0
A Generalist Framework for Panoptic Segmentation of Images and Videos—0
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos—0
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLADCode1
Teeth3DS+: An Extended Benchmark for Intraoral 3D Scans AnalysisCode2
SegViT: Semantic Segmentation with Plain Vision TransformersCode2
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image—0
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text—0
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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