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Segmentation

Papers

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Showing 4601–4650 of 13072 papers

TitleStatusHype
Semi-Weakly Supervised Object Kinematic Motion Prediction—0
Zero-shot Referring Image Segmentation with Global-Local Context FeaturesCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
Diffusion Action SegmentationCode1
Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images—0
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding—0
Ensemble Methods for Multi-Organ Segmentation in CT Series—0
Learning with Explicit Shape Priors for Medical Image SegmentationCode1
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation—0
Unsupervised Word Segmentation Using Temporal Gradient Pseudo-LabelsCode0
Removing supervision in semantic segmentation with local-global matching and area balancingCode0
DDP: Diffusion Model for Dense Visual PredictionCode2
MobileInst: Video Instance Segmentation on the Mobile—0
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation—0
The impact of training dataset size and ensemble inference strategies on head and neck auto-segmentation—0
Modified watershed approach for segmentation of complex optical coherence tomographic images—0
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
Domain Adaptive Semantic Segmentation by Optimal Transport—0
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ SegmentationCode1
De-coupling and De-positioning Dense Self-supervised LearningCode0
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image SegmentationCode1
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation—0
Medical Image Analysis using Deep Relational Learning—0
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network—0
Deformable Kernel Expansion Model for Efficient Arbitrary-shaped Scene Text Detection—0
Mask-Free Video Instance SegmentationCode2
AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance SegmentationCode0
OpenInst: A Simple Query-Based Method for Open-World Instance Segmentation—0
That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation—0
4D Panoptic Segmentation as Invariant and Equivariant Field Prediction—0
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection SegmentationCode0
Parameter Efficient Local Implicit Image Function Network for Face Segmentation—0
Label-Free Liver Tumor SegmentationCode2
Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation—0
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision—0
Automatic Number Plate Recognition using Random Forest Classifier—0
You Only Segment Once: Towards Real-Time Panoptic SegmentationCode2
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene UnderstandingCode1
A Contrastive Learning Scheme with Transformer Innate PatchesCode0
WinCLIP: Zero-/Few-Shot Anomaly Classification and SegmentationCode2
Hierarchical Dense Correlation Distillation for Few-Shot SegmentationCode1
MultiTalent: A Multi-Dataset Approach to Medical Image SegmentationCode1
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes—0
A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated SubjectCode1
Ensemble-based Blackbox Attacks on Dense PredictionCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
IFSeg: Image-free Semantic Segmentation via Vision-Language ModelCode1
2D Floor Plan Segmentation Based on Down-samplingCode1
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
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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