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Semantic Segmentation

Papers

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Showing 1551–1600 of 14763 papers

TitleStatusHype
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding—0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation—0
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Multi Kernel Estimation based Object SegmentationCode0
GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic SegmentationCode0
PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model—0
TIPS: Text-Image Pretraining with Spatial AwarenessCode2
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations—0
LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial TrainingCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation—0
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory TreeCode4
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of SightCode1
GRS: Generating Robotic Simulation Tasks from Real-World Images—0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Taming Mambas for Voxel Level 3D Medical Image Segmentation—0
Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation—0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation—0
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge DevicesCode1
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
Flame quality monitoring of flare stack based on deep visual features—0
On the Influence of Shape, Texture and Color for Learning Semantic Segmentation—0
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+—0
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image SegmentationCode1
Impact of imperfect annotations on CNN training and performance for instance segmentation and classification in digital pathology—0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
ARKit LabelMaker: A New Scale for Indoor 3D Scene UnderstandingCode2
Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images—0
EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment AnythingCode1
LESS: Label-Efficient and Single-Stage Referring 3D SegmentationCode1
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation—0
Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation—0
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation—0
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation—0
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote SensingCode1
Agent Skill Acquisition for Large Language Models via CycleQDCode1
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation—0
Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation—0
Risk Assessment for Autonomous Landing in Urban Environments using Semantic Segmentation—0
Explainable Binary Classification of Separable Shape Ensembles—0
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans—0
SAM-Guided Masked Token Prediction for 3D Scene Understanding—0
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation—0
VividMed: Vision Language Model with Versatile Visual Grounding for MedicineCode1
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation—0
Development and Testing of a Wood Panels Bark Removal Equipment Based on Deep Learning—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified