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Semantic Segmentation

Papers

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Showing 1951–2000 of 14763 papers

TitleStatusHype
TripleMixer: A 3D Point Cloud Denoising Model for Adverse WeatherCode2
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation—0
CSS-Segment: 2nd Place Report of LSVOS Challenge VOS Track—0
ESA: Annotation-Efficient Active Learning for Semantic SegmentationCode0
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A SurveyCode5
Image Segmentation in Foundation Model Era: A SurveyCode2
Accuracy Improvement of Cell Image Segmentation Using Feedback Former—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
SIn-NeRF2NeRF: Editing 3D Scenes with Instructions through Segmentation and InpaintingCode0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
Symmetric masking strategy enhances the performance of Masked Image Modeling—0
Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm—0
EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation—0
Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image SizesCode1
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across DatasetsCode1
Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and VisualAnalysis StrategyCode1
ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving ScenesCode1
The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation—0
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI—0
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep StagingCode0
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei SegmentationCode1
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image SegmentationCode0
EmbodiedSAM: Online Segment Any 3D Thing in Real TimeCode4
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image SegmentationCode2
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic SegmentationCode0
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing ImagesCode2
Open-Ended 3D Point Cloud Instance Segmentation—0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
Comparison of lidar semantic segmentation performance on the structured SemanticKITTI and off-road RELLIS-3D datasets—0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic SegmentationCode1
The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution—0
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?—0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
A Short Review and Evaluation of SAM2's Performance in 3D CT Image SegmentationCode3
An Interpretable Deep Learning Approach for Morphological Script Type Analysis—0
MV-MOS: Multi-View Feature Fusion for 3D Moving Object SegmentationCode0
Radio U-Net: a convolutional neural network to detect diffuse radio sources in galaxy clusters and beyond—0
Near, far: Patch-ordering enhances vision foundation models' scene understanding—0
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS—0
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models—0
Vocabulary-Free 3D Instance Segmentation with Vision and Language Assistant—0
Leveraging Superfluous Information in Contrastive Representation Learning—0
SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical ImagesCode1
UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track—0
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network—0
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous DrivingCode0
Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track—0
3D-Aware Instance Segmentation and Tracking in Egocentric Videos—0
Dynamic Label Injection for Imbalanced Industrial Defect SegmentationCode1
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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