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Segmentation

Papers

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Showing 6401–6450 of 13072 papers

TitleStatusHype
SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation—0
Ensemble Methods for Multi-Organ Segmentation in CT Series—0
The impact of training dataset size and ensemble inference strategies on head and neck auto-segmentation—0
Unsupervised Word Segmentation Using Temporal Gradient Pseudo-LabelsCode0
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation—0
Removing supervision in semantic segmentation with local-global matching and area balancingCode0
MobileInst: Video Instance Segmentation on the Mobile—0
Domain Adaptive Semantic Segmentation by Optimal Transport—0
De-coupling and De-positioning Dense Self-supervised LearningCode0
Modified watershed approach for segmentation of complex optical coherence tomographic images—0
Deformable Kernel Expansion Model for Efficient Arbitrary-shaped Scene Text Detection—0
That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation—0
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation—0
AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance SegmentationCode0
Medical Image Analysis using Deep Relational Learning—0
OpenInst: A Simple Query-Based Method for Open-World Instance Segmentation—0
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network—0
4D Panoptic Segmentation as Invariant and Equivariant Field Prediction—0
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection SegmentationCode0
Parameter Efficient Local Implicit Image Function Network for Face Segmentation—0
Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation—0
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision—0
Automatic Number Plate Recognition using Random Forest Classifier—0
A Contrastive Learning Scheme with Transformer Innate PatchesCode0
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes—0
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation—0
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics—0
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation—0
W2KPE: Keyphrase Extraction with Word-Word Relation—0
Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining—0
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry—0
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception—0
Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery—0
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images—0
Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns—0
Are uGLAD? Time will tell!Code0
Advanced Multi-Microscopic Views Cell Semi-supervised Segmentation—0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
Open-vocabulary Panoptic Segmentation with Embedding Modulation—0
A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and Segmentation—0
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models—0
ScribbleSeg: Scribble-based Interactive Image Segmentation—0
From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation—0
Semantic segmentation of surgical hyperspectral images under geometric domain shifts—0
Weakly-Supervised Text Instance Segmentation—0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
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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