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Segmentation

Papers

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Showing 1901–1950 of 13072 papers

TitleStatusHype
Decoupling Zero-Shot Semantic SegmentationCode1
DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing ModalitiesCode1
DEAL: Difficulty-aware Active Learning for Semantic SegmentationCode1
CENet: Context Enhancement Network for Medical Image SegmentationCode1
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided EnhancementCode1
Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive DistillationCode1
Decoder Denoising Pretraining for Semantic SegmentationCode1
Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image SegmentationCode1
Deep 3D Vessel Segmentation based on Cross Transformer NetworkCode1
On Calibrating Semantic Segmentation Models: Analyses and An AlgorithmCode1
Deep Learning-Based Concurrent Brain Registration and Tumor SegmentationCode1
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection TasksCode1
An attention-based U-Net for detecting deforestation within satellite sensor imageryCode1
One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image SegmentationCode1
Delving Deeper into Anti-aliasing in ConvNetsCode1
One-Shot Video Object SegmentationCode1
An Auto-Encoder Strategy for Adaptive Image SegmentationCode1
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic SegmentationCode1
CenterMask: Real-Time Anchor-Free Instance SegmentationCode1
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
On Model Calibration for Long-Tailed Object Detection and Instance SegmentationCode1
On Point Affiliation in Feature UpsamplingCode1
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain ImagesCode1
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
On the Texture Bias for Few-Shot CNN SegmentationCode1
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound ImageCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementCode1
Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 ChallengeCode1
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot SegmentationCode1
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic SegmentationCode1
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer TypesCode1
Unified Domain Adaptive Semantic SegmentationCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic SegmentationCode1
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation DatasetCode1
Data Efficient 3D Learner via Knowledge Transferred from 2D ModelCode1
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point CloudsCode1
Bi-Directional ConvLSTM U-Net with Densley Connected ConvolutionsCode1
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationCode1
Optimizing Word Segmentation for Downstream TaskCode1
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfoldCode1
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image SegmentationCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
DAAIN: Detection of Anomalous and Adversarial Input using Normalizing FlowsCode1
OV-PARTS: Towards Open-Vocabulary Part SegmentationCode1
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic SegmentationCode1
PaintSeg: Training-free Segmentation via PaintingCode1
PANet: Few-Shot Image Semantic Segmentation with Prototype AlignmentCode1
D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
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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