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Semantic Segmentation

Papers

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Showing 4601–4650 of 14763 papers

TitleStatusHype
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
Semantic segmentation for building houses from wooden cubes—0
A Dataset for Semantic Segmentation in the Presence of Unknowns—0
Prompting Vision-Language Model for Nuclei Instance Segmentation and ClassificationCode0
Foveated Instance SegmentationCode0
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection—0
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation—0
Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery—0
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception—0
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts—0
Optimization of MedSAM model based on bounding box adaptive perturbation algorithm—0
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines—0
OpenLex3D: A New Evaluation Benchmark for Open-Vocabulary 3D Scene Representations—0
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model—0
Show and Segment: Universal Medical Image Segmentation via In-Context Learning—0
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation—0
Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications—0
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception—0
SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI—0
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation—0
ZECO: ZeroFusion Guided 3D MRI Conditional GenerationCode0
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation—0
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes—0
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery VideosCode0
HiRes-FusedMIM: A High-Resolution RGB-DSM Pre-trained Model for Building-Level Remote Sensing Applications—0
Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation—0
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging—0
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial ImagesCode0
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency LearningCode0
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation—0
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation—0
A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation—0
Topology preserving Image segmentation using the iterative convolution-thresholding method—0
Multi-modality Anomaly Segmentation on the RoadCode0
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation—0
Should we pre-train a decoder in contrastive learning for dense prediction tasks?—0
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation—0
Center-guided Classifier for Semantic Segmentation of Remote Sensing Images—0
MM-UNet: Meta Mamba UNet for Medical Image Segmentation—0
Downstream Analysis of Foundational Medical Vision Models for Disease Progression—0
Does a Rising Tide Lift All Boats? Bias Mitigation for AI-based CMR SegmentationCode0
SAGE: Semantic-Driven Adaptive Gaussian Splatting in Extended Reality—0
Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation—0
No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather—0
Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation—0
Panoptic-CUDAL Technical Report: Rural Australia Point Cloud Dataset in Rainy Conditions—0
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory NetworksCode0
DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation—0
Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning—0
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes—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
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