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Segmentation

Papers

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Showing 6701–6750 of 13072 papers

TitleStatusHype
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive SegmentationCode1
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations—0
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation TaskCode1
Pyramid Fusion Transformer for Semantic Segmentation—0
Automated Segmentation and Connectivity Analysis for Normal Pressure HydrocephalusCode0
Neuroplastic graph attention networks for nuclei segmentation in histopathology images—0
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model—0
Language-driven Semantic SegmentationCode2
COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty—0
Lung infection and normal region segmentation from CT volumes of COVID-19 cases—0
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea SegmentationCode1
A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers—0
A Baseline Statistical Method For Robust User-Assisted Multiple SegmentationCode0
Learning with Less Labels in Digital Pathology via Scribble Supervision from Natural Images—0
United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI—0
GPU-Net: Lightweight U-Net with more diverse featuresCode1
Cross-Modality Deep Feature Learning for Brain Tumor Segmentation—0
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images—0
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband ItemsCode0
Effect of Prior-based Losses on Segmentation Performance: A BenchmarkCode1
HyperionSolarNet: Solar Panel Detection from Aerial ImagesCode1
EM-driven unsupervised learning for efficient motion segmentationCode1
Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window AttentionCode1
Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation—0
Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ SegmentationCode0
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous DrivingCode1
Towards Unsupervised Open World Semantic SegmentationCode0
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI ImagesCode2
Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification—0
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data—0
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp SegmentationCode1
Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark—0
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
FUSeg: The Foot Ulcer Segmentation Challenge—0
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation—0
Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation—0
DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations—0
Pyramid Architecture for Multi-Scale Processing in Point Cloud Segmentation—0
Instance Segmentation With Mask-Supervised Polygonal Boundary Transformers—0
Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device—0
Unifying Panoptic Segmentation for Autonomous Driving—0
Large-Scale Video Panoptic Segmentation in the Wild: A BenchmarkCode1
Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation—0
ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution SegmentationCode1
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation—0
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer—0
Multimodal Material SegmentationCode1
SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information—0
YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset—0
Partial Class Activation Attention for Semantic 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