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Semantic Segmentation

Papers

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Showing 4201–4250 of 14763 papers

TitleStatusHype
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking—0
Towards Scalable and Generalizable Earth Observation Data Mining via Foundation Model Composition—0
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image SegmentationCode0
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis—0
Mixtures of Neural Cellular Automata: A Stochastic Framework for Growth Modelling and Self-Organization—0
A Deep Learning Approach to Identify Rock Bolts in Complex 3D Point Clouds of Underground Mines Captured Using Mobile Laser Scanners—0
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs—0
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation—0
AnchorDP3: 3D Affordance Guided Sparse Diffusion Policy for Robotic Manipulation—0
A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects—0
SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided PromptingCode0
MedSeg-R: Medical Image Segmentation with Clinical Reasoning—0
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert ConsensusCode0
Mobile Image Analysis Application for Mantoux Skin Test—0
Cross-modal State Space Modeling for Real-time RGB-thermal Wild Scene Semantic SegmentationCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention—0
DepthSeg: Depth prompting in remote sensing semantic segmentation—0
Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM DatasetCode0
Leader360V: The Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment—0
Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems—0
VisLanding: Monocular 3D Perception for UAV Safe Landing via Depth-Normal Synergy—0
Pixel-wise Modulated Dice Loss for Medical Image Segmentation—0
KDMOS:Knowledge Distillation for Motion SegmentationCode0
HierVL: Semi-Supervised Segmentation leveraging Hierarchical Vision-Language Synergy with Dynamic Text-Spatial Query Alignment—0
MorphSAM: Learning the Morphological Prompts from Atlases for Spine Image Segmentation—0
Simple is what you need for efficient and accurate medical image segmentationCode0
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning—0
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects—0
A large-scale, physically-based synthetic dataset for satellite pose estimation—0
Combining Self-attention and Dilation Convolutional for Semantic Segmentation of Coal Maceral Groups—0
MRI-CORE: A Foundation Model for Magnetic Resonance Imaging—0
Prohibited Items Segmentation via Occlusion-aware Bilayer ModelingCode0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models—0
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation—0
Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches—0
Semantic Localization Guiding Segment Anything Model For Reference Remote Sensing Image Segmentation—0
ConStyX: Content Style Augmentation for Generalizable Medical Image SegmentationCode0
Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success—0
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage SegmentationCode0
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration—0
ALBERT: Advanced Localization and Bidirectional Encoder Representations from Transformers for Automotive Damage Evaluation—0
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models—0
Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements—0
Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments—0
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image SegmentationCode0
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic SegmentationCode0
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models—0
ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models—0
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View—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