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Segmentation

Papers

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Showing 6001–6050 of 13072 papers

TitleStatusHype
CMT-DeepLab: Clustering Mask Transformers for Panoptic SegmentationCode1
DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images—0
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography ImagesCode1
The Importance of Background Information for Out of Distribution Generalization—0
Learning Implicit Feature Alignment Function for Semantic SegmentationCode1
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking ApplicationsCode1
Simultaneous Bone and Shadow Segmentation Network using Task Correspondence Consistency—0
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image SegmentationCode1
Longitudinal detection of new MS lesions using Deep Learning—0
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy LabelsCode1
Patch-level Representation Learning for Self-supervised Vision TransformersCode1
Simple and Efficient Architectures for Semantic SegmentationCode1
Online Segmentation of LiDAR Sequences: Dataset and AlgorithmCode1
S^2-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic SegmentationCode1
Waymo Open Dataset: Panoramic Video Panoptic Segmentation—0
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images—0
Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation—0
The SIGMORPHON 2022 Shared Task on Morpheme SegmentationCode1
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation—0
How to Reduce Change Detection to Semantic SegmentationCode1
Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and SegmentationCode1
Data-Driven Deep Supervision for Medical Image Segmentation—0
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey—0
Proximal Splitting Adversarial Attacks for Semantic SegmentationCode1
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology ImagesCode1
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
A Multi-task Framework for Infrared Small Target Detection and SegmentationCode1
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation—0
Weakly-Supervised Crack Detection—0
Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention—0
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation datasetCode1
ReCo: Retrieve and Co-segment for Zero-shot TransferCode1
Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationCode1
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs—0
Brain tumour segmentation with incomplete imaging data—0
SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer—0
Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation SupervisionCode0
Transformer-based Self-Supervised Fish Segmentation in Underwater Videos—0
Access Control of Semantic Segmentation Models Using Encrypted Feature Maps—0
Learning self-calibrated optic disc and cup segmentation from multi-rater annotationsCode0
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classificationCode0
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage AnalysisCode1
Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation—0
Cardiac Adipose Tissue Segmentation via Image-Level Annotations—0
Depth-Adapted CNNs for RGB-D Semantic Segmentation—0
Deep Neural Patchworks: Coping with Large Segmentation Tasks—0
Utility of Equivariant Message Passing in Cortical Mesh SegmentationCode0
Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images—0
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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