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Segmentation

Papers

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Showing 1051–1100 of 13072 papers

TitleStatusHype
Bidirectional Learning for Domain Adaptation of Semantic SegmentationCode1
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect SegmentationCode1
AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud SegmentationCode1
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D NetworksCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
Dual-Domain Image Synthesis using Segmentation-Guided GANCode1
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19Code1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
Echocardiography Segmentation with Enforced Temporal ConsistencyCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
DroTrack: High-speed Drone-based Object Tracking Under UncertaintyCode1
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous ModalitiesCode1
DR-Unet104 for Multimodal MRI brain tumor segmentationCode1
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label ClassifierCode1
Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave RadarCode1
DropLoss for Long-Tail Instance SegmentationCode1
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationCode1
A Character-Level Decoder without Explicit Segmentation for Neural Machine TranslationCode1
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp SegmentationCode1
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationCode1
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNetCode1
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image SegmentationCode1
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationCode1
DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic GraspingCode1
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance SegmentationCode1
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-LabelingCode1
Doubly Deformable Aggregation of Covariance Matrices for Few-shot SegmentationCode1
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?Code1
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRACode1
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentationCode1
Interactive 3D Medical Image Segmentation with SAM 2Code1
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound ImageCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
Event-Free Moving Object Segmentation from Moving Ego VehicleCode1
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality ExpertsCode1
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy SegmentationCode1
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationCode1
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice AttentionCode1
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing ImageryCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp SegmentationCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
Domain-Rectifying Adapter for Cross-Domain Few-Shot SegmentationCode1
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image SegmentationCode1
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene UnderstandingCode1
Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center StudyCode1
DOMINO: Domain-aware Model Calibration in Medical Image 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