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Segmentation

Papers

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Showing 6001–6050 of 13072 papers

TitleStatusHype
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance—0
LEST: Large-scale LiDAR Semantic Segmentation with Transformer—0
Attention-Enhanced Co-Interactive Fusion Network (AECIF-Net) for Automated Structural Condition Assessment in Visual InspectionCode0
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression—0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation—0
OG: Equip vision occupancy with instance segmentation and visual grounding—0
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp SegmentationCode0
Grain and Grain Boundary Segmentation using Machine Learning with Real and Generated Datasets—0
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video SegmentationCode0
Automatic Generation of Semantic Parts for Face Image SynthesisCode0
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma—0
3D Medical Image Segmentation based on multi-scale MPU-NetCode0
Non-Hierarchical Transformers for Pedestrian Segmentation—0
Argumentative Segmentation Enhancement for Legal Summarization—0
3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction—0
SAM^Med: A medical image annotation framework based on large vision model—0
Estimating label quality and errors in semantic segmentation data via any model—0
FODVid: Flow-guided Object Discovery in Videos—0
Q-YOLOP: Quantization-aware You Only Look Once for Panoptic Driving Perception—0
Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets—0
Building and Road Segmentation Using EffUNet and Transfer Learning Approach—0
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation—0
Motion Magnification in Robotic Sonography: Enabling Pulsation-Aware Artery SegmentationCode0
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded RegistrationCode0
A Deep Active Contour Model for Delineating Glacier Calving Fronts—0
Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI—0
Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images—0
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks—0
A Critical Look at the Current Usage of Foundation Model for Dense Recognition Task—0
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentationCode0
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathologyCode0
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging—0
Direct segmentation of brain white matter tracts in diffusion MRI—0
ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images—0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking—0
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationCode0
Multi-Modal Prototypes for Open-World Semantic Segmentation—0
GNEP Based Dynamic Segmentation and Motion Estimation for Neuromorphic Imaging—0
Spherical Feature Pyramid Networks For Semantic Segmentation—0
Source Identification: A Self-Supervision Task for Dense Prediction—0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: Semi-Supervised Video Object Segmentation—0
Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI—0
Semantic Segmentation on 3D Point Clouds with High Density Variations—0
Advancing Wound Filling Extraction on 3D Faces: Auto-Segmentation and Wound Face Regeneration ApproachCode0
Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation—0
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT—0
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving SparsityCode0
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes—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