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Semantic Segmentation

Papers

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Showing 5201–5250 of 14763 papers

TitleStatusHype
Adversarial Semantic Hallucination for Domain Generalized Semantic SegmentationCode0
Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classificationCode0
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum SynthesisCode0
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Medical Image Segmentation Using Directional Window AttentionCode0
Compact Bilinear PoolingCode0
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation SystemsCode0
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature SpaceCode0
Adversarial Robustness Analysis of Vision-Language Models in Medical Image SegmentationCode0
Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance SegmentationCode0
ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change DetectionCode0
MedAI: Transparency in Medical Image SegmentationCode0
Combo Loss: Handling Input and Output Imbalance in Multi-Organ SegmentationCode0
CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep LearningCode0
Combining UPerNet and ConvNeXt for Contrails Identification to reduce Global WarmingCode0
A Robotics-Inspired Scanpath Model Reveals the Importance of Uncertainty and Semantic Object Cues for Gaze Guidance in Dynamic ScenesCode0
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contextsCode0
MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image SegmentationCode0
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic SegmentationCode0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
MCDAL: Maximum Classifier Discrepancy for Active LearningCode0
Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate ChangeCode0
MBIS: Multivariate Bayesian Image Segmentation ToolCode0
MCA: Moment Channel Attention NetworksCode0
Combining Geometric and Topological Information for Boundary EstimationCode0
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image SegmentationCode0
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image FusionCode0
Mci-net: multi-scale context integrated network for liver ct image segmentationCode0
A Self-Training Framework Based on Multi-Scale Attention Fusion for Weakly Supervised Semantic SegmentationCode0
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded ApplicationsCode0
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based TasksCode0
Matterport3D: Learning from RGB-D Data in Indoor EnvironmentsCode0
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample AssessmentCode0
MASSeg : 2nd Technical Report for 4th PVUW MOSE TrackCode0
MASNet: A Robust Deep Marine Animal Segmentation NetworkCode0
Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch AttackCode0
A segmentation method of airway from chest CT image based on Vgg-Unet neural networkCode0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial NetworksCode0
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersCode0
Color inference from semantic labeling for person search in videosCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
A-CNN: Annularly Convolutional Neural Networks on Point CloudsCode0
Mask Scoring R-CNNCode0
Masking Hyperspectral Imaging Data with Pretrained ModelsCode0
[MASK] is All You NeedCode0
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image PreprocessingCode0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
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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