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Segmentation

Papers

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Showing 8001–8050 of 13072 papers

TitleStatusHype
Weakly-supervised fire segmentation by visualizing intermediate CNN layers—0
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration—0
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging—0
Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance SegmentationCode0
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation—0
Developing a Novel Approach for Periapical Dental Radiographs Segmentation—0
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs—0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery—0
SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks—0
Robust deep learning-based semantic organ segmentation in hyperspectral images—0
Unsupervised Spiking Instance Segmentation on Event Data using STDP—0
Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion—0
Multi-Modality Cardiac Image Analysis with Deep Learning—0
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation—0
Segmentation of Multiple Myeloma Plasma Cells in Microscopy Images with Noisy Labels—0
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation—0
Feature-enhanced Generation and Multi-modality Fusion based Deep Neural Network for Brain Tumor Segmentation with Missing MR Modalities—0
Acquisition-invariant brain MRI segmentation with informative uncertainties—0
Hierarchical Segment-based Optimization for SLAM—0
A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papersCode0
Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention—0
FBNet: Feature Balance Network for Urban-Scene Segmentation—0
LVIS Challenge Track Technical Report 1st Place Solution: Distribution Balanced and Boundary Refinement for Large Vocabulary Instance Segmentation—0
Attention on Classification for Fire Segmentation—0
Towards Panoptic 3D Parsing for Single Image in the Wild—0
Automatic ultrasound vessel segmentation with deep spatiotemporal context learning—0
Learned Image Compression for Machine Perception—0
HS3: Learning with Proper Task Complexity in Hierarchically Supervised Semantic Segmentation—0
Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation—0
3-D PET Image Generation with tumour masks using TGANCode0
CPSeg: Cluster-free Panoptic Segmentation of 3D LiDAR Point Clouds—0
A Tri-attention Fusion Guided Multi-modal Segmentation Network—0
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation—0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021—0
Sub-cortical structure segmentation database for young population—0
MedAI: Transparency in Medical Image SegmentationCode0
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision—0
A Language Model-based Generative Classifier for Sentence-level Discourse Parsing—0
CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT—0
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy—0
A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives—0
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS TaggingCode0
Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study—0
Geodesic Models with Convexity Shape Prior—0
Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization—0
T4T Solution: WMT21 Similar Language Task for the Spanish-Catalan and Spanish-Portuguese Language Pair—0
Weakly supervised discourse segmentation for multiparty oral conversationsCode0
Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs—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