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Segmentation

Papers

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Showing 1501–1550 of 13072 papers

TitleStatusHype
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-netCode1
FuseNet: Self-Supervised Dual-Path Network for Medical Image SegmentationCode1
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic SegmentationCode1
A Robust Volumetric Transformer for Accurate 3D Tumor SegmentationCode1
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing DataCode1
Instance Semantic Segmentation Benefits from Generative Adversarial NetworksCode1
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
Gaze-Assisted Medical Image SegmentationCode1
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI DataCode1
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
Annotation-efficient deep learning for automatic medical image segmentationCode1
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic SegmentationCode1
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal ModelCode1
Autoregressive Unsupervised Image SegmentationCode1
CT Liver Segmentation via PVT-based Encoding and Refined DecodingCode1
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationCode1
Generalized Category Discovery in Semantic SegmentationCode1
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image DataCode1
Autoencoder-based background reconstruction and foreground segmentation with background noise estimationCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
Applications of Deep Learning in Fundus Images: A ReviewCode1
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
AutoFocusFormer: Image Segmentation off the GridCode1
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder ModelingCode1
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part SegmentationCode1
GFF: Gated Fully Fusion for Semantic SegmentationCode1
GFNet: Geometric Flow Network for 3D Point Cloud Semantic SegmentationCode1
Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center DatasetCode1
Glass Segmentation with RGB-Thermal Image PairsCode1
Cross-View Image Synthesis using Conditional GANsCode1
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
AISFormer: Amodal Instance Segmentation with TransformerCode1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic SegmentationCode1
GNeSF: Generalizable Neural Semantic FieldsCode1
Cross-Modal Progressive Comprehension for Referring SegmentationCode1
GPU-Net: Lightweight U-Net with more diverse featuresCode1
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guideCode1
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label FusionCode1
Gradient-Weighted Feature Back-Projection: A Fast Alternative to Feature Distillation in 3D Gaussian SplattingCode1
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video SegmentationCode1
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationCode1
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image SegmentationCode1
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial LearningCode1
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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