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Semantic Segmentation

Papers

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Showing 1501–1550 of 14763 papers

TitleStatusHype
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image SegmentationCode1
COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered ScenesCode1
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion ModelCode1
Federated Black-Box Adaptation for Semantic SegmentationCode0
ReferEverything: Towards Segmenting Everything We Can Speak of in Videos—0
SFA-UNet: More Attention to Multi-Scale Contrast and Contextual Information in Infrared Small Object SegmentationCode0
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationCode2
Compositional Segmentation of Cardiac Images Leveraging MetadataCode0
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving—0
Revisiting MAE pre-training for 3D medical image segmentation—0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
Multimodality Helps Few-Shot 3D Point Cloud Semantic SegmentationCode2
Addressing Issues with Working Memory in Video Object Segmentation—0
Benchmarking Human and Automated Prompting in the Segment Anything ModelCode0
Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation ModelsCode0
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic SegmentationCode1
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation—0
Empirical curvelet based Fully Convolutional Network for supervised texture image segmentation—0
Domain Adaptation with a Single Vision-Language EmbeddingCode2
IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream TasksCode1
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation—0
Unlocking Comics: The AI4VA Dataset for Visual UnderstandingCode1
Historical Test-time Prompt Tuning for Vision Foundation Models—0
A Framework for Real-Time Volcano-Seismic Event Recognition Based on Multi-Station Seismograms and Semantic Segmentation ModelsCode0
3D Distance-color-coded Assessment of PCI Stent Apposition via Deep-learning-based Three-dimensional Multi-object Segmentation—0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery—0
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic SegmentationCode1
Microplastic Identification Using AI-Driven Image Segmentation and GAN-Generated Ecological Context—0
IPPON: Common Sense Guided Informative Path Planning for Object Goal Navigation—0
Context-Based Visual-Language Place RecognitionCode1
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
SMITE: Segment Me In TimECode3
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation—0
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks—0
Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation—0
Moving Object Segmentation in Point Cloud Data using Hidden Markov ModelsCode2
SFB-net for cardiac segmentation: Bridging the semantic gap with attention—0
Unsupervised semantic segmentation of urban high-density multispectral point clouds—0
CARLA2Real: a tool for reducing the sim2real gap in CARLA simulatorCode2
Gaze-Assisted Medical Image SegmentationCode1
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation—0
PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation—0
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context PromptingCode1
LIMIS: Towards Language-based Interactive Medical Image Segmentation—0
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding—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