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Segmentation

Papers

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Showing 9001–9050 of 13072 papers

TitleStatusHype
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer—0
RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with Single Random Anatomical PriorCode0
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation—0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning—0
Intelligent Vector-based Customer Segmentation in the Banking Industry—0
Adversarial Multiscale Feature Learning for Overlapping Chromosome SegmentationCode0
Robust Kernel-based Feature Representation for 3D Point Cloud Analysis via Circular Convolutional Network—0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images—0
Power-SLIC: Fast Superpixel Segmentations by Diagrams—0
QuickTumorNet: Fast Automatic Multi-Class Segmentation of Brain Tumors—0
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods—0
A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views?—0
Leaf Segmentation and Counting with Deep Learning: on Model Certainty, Test-Time Augmentation, Trade-Offs—0
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation—0
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks—0
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image—0
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection—0
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation—0
Toward Streaming ASR with Non-Autoregressive Insertion-based Model—0
Self-supervised Learning with Fully Convolutional Networks—0
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation—0
A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks—0
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions—0
Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software—0
Unsupervised Image Segmentation using Mutual Mean-Teaching—0
S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds—0
Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images—0
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation—0
REFINE: Prediction Fusion Network for Panoptic Segmentation—0
Robots Understanding Contextual Information in Human-Centered Environments using Weakly Supervised Mask Data Distillation—0
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic SegmentationCode0
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets—0
Detection and extraction of biological particles in a three-dimensional imaging of biological structures by TEM (Transmission Electron Microscopy)—0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks—0
Improving Panoptic Segmentation at All Scales—0
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks—0
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation—0
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise FocusCode0
Uncertainty Estimation in Deep Neural Networks for Point Cloud Segmentation in Factory Planning—0
Robust Segmentation of Optic Disc and Cup from Fundus Images Using Deep Neural Networks—0
Iterative Utterance Segmentation for Neural Semantic Parsing—0
Contrastive Learning for Label-Efficient Semantic Segmentation—0
Comparative Analysis of Methods for Cloud Segmentation in Ground-Based Infrared ImagesCode0
HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation—0
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods—0
On Learning the Right Attention Point for Feature Enhancement—0
Morphology Matters: A Multilingual Language Modeling AnalysisCode0
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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