SOTAVerified

Segmentation

Papers

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Showing 7651–7700 of 13072 papers

TitleStatusHype
Hippocampal and auditory contributions to speech segmentation—0
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation—0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision—0
EyeLoveGAN: Exploiting domain-shifts to boost network learning with cycleGANs—0
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production—0
All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators—0
Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients—0
CEU-Net: Ensemble Semantic Segmentation of Hyperspectral Images Using Clustering—0
Boosting Mask R-CNN Performance for Long, Thin Forensic Traces with Pre-Segmentation and IoU Region Merging—0
An Efficient Polyp Segmentation Network—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—0
Contrastive Enhancement Using Latent Prototype for Few-Shot SegmentationCode0
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes—0
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers—0
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers—0
Depth-SIMS: Semi-Parametric Image and Depth Synthesis—0
On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation—0
Joint brain tumor segmentation from multi MR sequences through a deep convolutional neural network—0
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network—0
A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging—0
Cartoon-texture evolution for two-region image segmentation—0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images—0
Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement—0
_1DecNet+: A new architecture framework by _1 decomposition and iteration unfolding for sparse feature segmentation—0
Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking—0
Evaluation of Dirichlet Process Gaussian Mixtures for Segmentation on Noisy Hyperspectral Images—0
A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation—0
Learning Incrementally to Segment Multiple Organs in a CT Image—0
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision—0
Keep It Accurate and Robust: An Enhanced Nuclei Analysis FrameworkCode0
Universal Segmentation of 33 Anatomies—0
Cellular Segmentation and Composition in Routine Histology Images using Deep Learning—0
Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis—0
A Deep Learning Framework for Nuclear Segmentation and Classification in Histopathological Images—0
Revisiting Click-based Interactive Video Object SegmentationCode0
SegTAD: Precise Temporal Action Detection via Semantic Segmentation—0
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box AnnotationsCode0
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification—0
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no RetrainingCode0
Panoptic segmentation with highly imbalanced semantic labels—0
Quality or Quantity: Toward a Unified Approach for Multi-organ Segmentation in Body CT—0
Efficient Video Instance Segmentation via Tracklet Query and Proposal—0
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI—0
Improving Lidar-Based Semantic Segmentation of Top-View Grid Maps by Learning Features in Complementary Representations—0
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation—0
Separable-HoverNet and Instance-YOLO for Colon Nuclei Identification and Counting—0
A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning—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