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Semantic Segmentation

Papers

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Showing 7451–7500 of 14763 papers

TitleStatusHype
Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer and NearFarMix Augmentation—0
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation—0
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance—0
Multilayer Multiset Neuronal Networks -- MMNNs—0
Superpixels algorithms through network community detectionCode0
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay—0
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars—0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation—0
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation—0
Semi-Supervised Semantic Segmentation via Marginal Contextual InformationCode0
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation—0
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
Joint Modeling of Feature, Correspondence, and a Compressed Memory for Video Object Segmentation—0
Deep learning-based interactive segmentation in remote sensingCode0
SVQNet: Sparse Voxel-Adjacent Query Network for 4D Spatio-Temporal LiDAR Semantic Segmentation—0
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation—0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation—0
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation—0
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation—0
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation—0
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation—0
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration—0
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications—0
Tumor-Centered Patching for Enhanced Medical Image Segmentation—0
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey—0
Semantic RGB-D Image Synthesis—0
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment—0
Segment Anything for Microscopy—0
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding—0
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology—0
Affordance segmentation of hand-occluded containers from exocentric imagesCode0
Food Image Classification and Segmentation with Attention-based Multiple Instance Learning—0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)Code0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation—0
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images—0
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage—0
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders—0
Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling—0
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc—0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—0
Scalable Video Object Segmentation with Simplified Framework—0
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosCode0
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation—0
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training—0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
ResQ: Residual Quantization for Video Perception—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