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Semantic Segmentation

Papers

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Showing 301–350 of 14763 papers

TitleStatusHype
TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset—0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
Skull stripping with purely synthetic dataCode0
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent—0
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation—0
Semantic-Guided Diffusion Model for Single-Step Image Super-ResolutionCode1
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding—0
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation—0
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation—0
RESAR-BEV: An Explainable Progressive Residual Autoregressive Approach for Camera-Radar Fusion in BEV Segmentation—0
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization—0
Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results—0
Structured Prediction with Abstention via the Lovász Hinge—0
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation—0
DFEN: Dual Feature Equalization Network for Medical Image SegmentationCode0
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and SegmentationCode2
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet—0
Adapting a Segmentation Foundation Model for Medical Image Classification—0
Image Segmentation via Variational Model Based Tailored UNet: A Deep Variational Framework—0
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization—0
Split Matching for Inductive Zero-shot Semantic Segmentation—0
Mix-QSAM: Mixed-Precision Quantization of the Segment Anything Model—0
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything ModelCode1
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization—0
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?Code0
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer—0
Advancing 3D Medical Image Segmentation: Unleashing the Potential of Planarian Neural Networks in Artificial Intelligence—0
MFSeg: Efficient Multi-frame 3D Semantic Segmentation—0
RAFT: Robust Augmentation of FeaTures for Image Segmentation—0
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic SegmentationCode1
Rethinking Boundary Detection in Deep Learning-Based Medical Image SegmentationCode2
Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization—0
Self-Supervised Learning for Robotic Leaf Manipulation: A Hybrid Geometric-Neural Approach—0
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting—0
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation—0
Panoramic Out-of-Distribution SegmentationCode1
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
6D Pose Estimation on Spoons and Hands—0
Adversarial Robustness Analysis of Vision-Language Models in Medical Image SegmentationCode0
Platelet enumeration in dense aggregates—0
Segment Any RGB-Thermal Model with Language-aided Distillation—0
UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation—0
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing—0
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation—0
A Novel WaveInst-based Network for Tree Trunk Structure Extraction and Pattern Analysis in Forest Inventory—0
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2Code1
OODTE: A Differential Testing Engine for the ONNX Optimizer—0
Core-Set Selection for Data-efficient Land Cover SegmentationCode0
Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing—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