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Semantic Segmentation

Papers

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Showing 6451–6500 of 14763 papers

TitleStatusHype
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor SegmentationCode0
iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel SegmentationCode0
Dual Thinking and Logical Processing -- Are Multi-modal Large Language Models Closing the Gap with Human Vision ?Code0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
Key Patch Proposer: Key Patches Contain Rich InformationCode0
Inverse Image Frequency for Long-tailed Image RecognitionCode0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
A new dataset for measuring the performance of blood vessel segmentation methods under distribution shiftsCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image SegmentationCode0
SimSAM: Zero-shot Medical Image Segmentation via Simulated InteractionCode0
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsCode0
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
Dual Prototypical Contrastive Learning for Few-shot Semantic SegmentationCode0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
Intra-class Patch Swap for Self-DistillationCode0
Handling new target classes in semantic segmentation with domain adaptationCode0
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting FramesCode0
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
Interpreting a Semantic Segmentation Model for Coastline DetectionCode0
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
Image Segmentation: Inducing graph-based learningCode0
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic SegmentationCode0
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray SegmentationCode0
Interpolation-Aware Padding for 3D Sparse Convolutional Neural NetworksCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image SegmentationCode0
CVABS: Moving Object Segmentation with Common Vector Approach for VideosCode0
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised ApplicationsCode0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
SL3D: Self-supervised-Self-labeled 3D RecognitionCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
Interpolated SelectionConv for Spherical Images and SurfacesCode0
Invisible Marker: Automatic Annotation of Segmentation Masks for Object ManipulationCode0
CV-MOS: A Cross-View Model for Motion SegmentationCode0
Dual Attention Network for Scene SegmentationCode0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
Slum Segmentation and Change Detection : A Deep Learning ApproachCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
Deep learning-based interactive segmentation in remote sensingCode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
Adaptive Texture Filtering for Single-Domain Generalized SegmentationCode0
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding SensingCode0
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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