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Semantic Segmentation

Papers

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Showing 5051–5100 of 14763 papers

TitleStatusHype
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning—0
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models—0
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters—0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
OVGaussian: Generalizable 3D Gaussian Segmentation with Open VocabulariesCode0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
Solar Filaments Detection using Active Contours Without Edges—0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction—0
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation—0
Optical Character Recognition using Convolutional Neural Networks for Ashokan Brahmi Inscriptions—0
Image Augmentation Agent for Weakly Supervised Semantic Segmentation—0
SegKAN: High-Resolution Medical Image Segmentation with Long-Distance DependenciesCode0
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsCode0
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation—0
A Large-scale Interpretable Multi-modality Benchmark for Facial Image Forgery Localization—0
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP—0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
Impact of color and mixing proportion of synthetic point clouds on semantic segmentationCode0
Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation—0
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models—0
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach—0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction—0
UniPLV: Towards Label-Efficient Open-World 3D Scene Understanding by Regional Visual Language Supervision—0
LangSurf: Language-Embedded Surface Gaussians for 3D Scene Understanding—0
Detect Changes like Humans: Incorporating Semantic Priors for Improved Change DetectionCode0
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection—0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation—0
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation—0
A Unifying Family of Data-Adaptive Partitioning Algorithms—0
Concept Guided Co-saliency Objection Detection—0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation—0
V"Mean"ba: Visual State Space Models only need 1 hidden dimension—0
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language AlignmentCode0
SegCol Challenge: Semantic Segmentation for Tools and Fold Edges in Colonoscopy dataCode0
The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings—0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge TransferCode0
SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image SegmentationCode0
Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3Code0
Review of Fruit Tree Image Segmentation—0
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image SegmentationCode0
S^3-Mamba: Small-Size-Sensitive Mamba for Lesion SegmentationCode0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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