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Segmentation

Papers

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Showing 2051–2100 of 13072 papers

TitleStatusHype
Co-segmentation Inspired Attention Module for Video-based Computer Vision TasksCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Dense Unsupervised Learning for Video SegmentationCode1
The Emergence of Objectness: Learning Zero-Shot Segmentation from VideosCode1
Mixed Transformer U-Net For Medical Image SegmentationCode1
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNetCode1
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with AttentionCode1
Segmentation of 2D Brain MR ImagesCode1
EditGAN: High-Precision Semantic Image EditingCode1
Partial supervision for the FeTA challenge 2021Code1
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT imageCode1
Panoptic 3D Scene Reconstruction From a Single RGB ImageCode1
PolyTrack: Tracking with Bounding PolygonsCode1
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic PerspectiveCode1
Multi-Scale High-Resolution Vision Transformer for Semantic SegmentationCode1
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and ClassificationCode1
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus ImagesCode1
Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and wordsCode1
Whole Brain Segmentation with Full Volume Neural NetworkCode1
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image SegmentationCode1
ClaSP - Time Series SegmentationCode1
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions?Code1
Rotation Equivariant Deforestation Segmentation and Driver ClassificationCode1
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image DataCode1
Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware AttentionCode1
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic SegmentationCode1
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic SegmentationCode1
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited LabelsCode1
Multi-Domain Incremental Learning for Semantic SegmentationCode1
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic SegmentationCode1
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place SolutionCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB ImageCode1
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain AdaptationCode1
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical DataCode1
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021Code1
Mask-aware IoU for Anchor Assignment in Real-time Instance SegmentationCode1
Self-Supervised Monocular Depth Estimation with Internal Feature FusionCode1
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic SegmentationCode1
DBSegment: Fast and robust segmentation of deep brain structures -- Evaluation of transportability across acquisition domainsCode1
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image SegmentationCode1
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic SegmentationCode1
ASFormer: Transformer for Action SegmentationCode1
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype ContrastCode1
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification LabelsCode1
Domain Adaptive Semantic Segmentation without Source DataCode1
Satellite Image Semantic SegmentationCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly AnnotationCode1
Prior Attention Network for Multi-Lesion Segmentation in Medical ImagesCode1
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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