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Semantic Segmentation

Papers

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Showing 5751–5800 of 14763 papers

TitleStatusHype
Generative Semantic SegmentationCode2
M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image SegmentationCode2
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning—0
A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation—0
Uncertainty Driven Bottleneck Attention U-net for Organ at Risk SegmentationCode0
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic SegmentationCode0
Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation—0
Towards Diverse Binary Segmentation via A Simple yet General Gated NetworkCode2
Adaptive Multi-source Predictor for Zero-shot Video Object SegmentationCode1
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image SegmentationCode1
Lung segmentation with NASNet-Large-Decoder NetCode0
Extracting Class Activation Maps from Non-Discriminative Features as wellCode1
Edge-aware Plug-and-play Scheme for Semantic Segmentation—0
Artificial Intelligence for Sustainability: Facilitating Sustainable Smart Product-Service Systems with Computer Vision—0
LSwinSR: UAV Imagery Super-Resolution based on Linear Swin TransformerCode1
Exploring Sparse Visual Prompt for Domain Adaptive Dense PredictionCode1
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation—0
Prototype Knowledge Distillation for Medical Segmentation with Missing ModalityCode1
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video SegmentationCode0
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image SegmentationCode2
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation—0
Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking—0
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation—0
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-LabelingCode1
Global Knowledge Calibration for Fast Open-Vocabulary SegmentationCode1
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildingsCode0
Cross-Dimensional Refined Learning for Real-Time 3D Visual Perception from Monocular Video—0
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation—0
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery—0
Large Selective Kernel Network for Remote Sensing Object DetectionCode2
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid SegmentationCode0
Stochastic Segmentation with Conditional Categorical Diffusion ModelsCode1
Guided Slot Attention for Unsupervised Video Object SegmentationCode1
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation—0
Making Vision Transformers Efficient from A Token Sparsification ViewCode1
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
FastInst: A Simple Query-Based Model for Real-Time Instance SegmentationCode2
High-level Feature Guided Decoding for Semantic Segmentation—0
BiFormer: Vision Transformer with Bi-Level Routing AttentionCode2
DeepMIM: Deep Supervision for Masked Image ModelingCode1
Panoptic One-Click Segmentation: Applied to Agricultural Data—0
MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous DrivingCode1
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic SegmentationCode0
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance SegmentationCode1
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB)Code0
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images—0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical ImagesCode0
A Simple Framework for Open-Vocabulary Segmentation and DetectionCode3
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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