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Semantic Segmentation

Papers

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Showing 551–600 of 14763 papers

TitleStatusHype
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationCode0
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
KEVS: Enhancing Segmentation of Visceral Adipose Tissue in Pre-Cystectomy CT with Gaussian Kernel Density Estimation—0
Segment Any Motion in Videos—0
A Dataset for Semantic Segmentation in the Presence of Unknowns—0
Foveated Instance SegmentationCode0
A Unified Image-Dense Annotation Generation Model for Underwater ScenesCode2
Towards Generating Realistic 3D Semantic Training Data for Autonomous DrivingCode2
DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature EnhancementCode1
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic SegmentationCode1
Prompting Vision-Language Model for Nuclei Instance Segmentation and ClassificationCode0
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection—0
Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic SegmentationCode2
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation—0
Exploiting Temporal State Space Sharing for Video Semantic SegmentationCode1
Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery—0
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception—0
Show and Segment: Universal Medical Image Segmentation via In-Context Learning—0
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts—0
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation—0
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic SegmentationCode1
COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian SplittingCode2
CamSAM2: Segment Anything Accurately in Camouflaged VideosCode1
SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI—0
Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications—0
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation—0
OpenLex3D: A New Evaluation Benchmark for Open-Vocabulary 3D Scene Representations—0
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model—0
Optimization of MedSAM model based on bounding box adaptive perturbation algorithm—0
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception—0
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines—0
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
Your ViT is Secretly an Image Segmentation ModelCode4
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation—0
MaSS13K: A Matting-level Semantic Segmentation BenchmarkCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
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
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality RobustnessCode1
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery VideosCode0
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes—0
ZECO: ZeroFusion Guided 3D MRI Conditional GenerationCode0
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation—0
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial ImagesCode0
PG-SAM: Prior-Guided SAM with Medical for Multi-organ SegmentationCode1
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging—0
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency LearningCode0
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation—0
Topology preserving Image segmentation using the iterative convolution-thresholding method—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