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Semantic Segmentation

Papers

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Showing 4801–4850 of 14763 papers

TitleStatusHype
Image Segmentation Keras : Implementation of Segnet, FCN, UNet, PSPNet and other models in KerasCode4
Fashion Matrix: Editing Photos by Just TalkingCode1
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
Spectrum-guided Multi-granularity Referring Video Object SegmentationCode1
Optical Flow boosts Unsupervised Localization and SegmentationCode1
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image SegmentationCode1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment—0
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification—0
Few-shot 1/a Anomalies Feedback : Damage Vision Mining Opportunity and Embedding Feature Imbalance—0
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation—0
CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components—0
CTVIS: Consistent Training for Online Video Instance SegmentationCode1
SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation—0
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features—0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition—0
Building Extraction from Remote Sensing Images via an Uncertainty-Aware NetworkCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Atomic number estimation of dual energy cargo radiographs using a semiempirical transparency model—0
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationCode1
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image SegmentationCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
Learning to Segment from Noisy Annotations: A Spatial Correction ApproachCode1
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image SegmentationCode1
CORE: Cooperative Reconstruction for Multi-Agent PerceptionCode1
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation—0
A novel integrated method of detection-grasping for specific object based on the box coordinate matching—0
Gradient-Semantic Compensation for Incremental Semantic Segmentation—0
Label Calibration for Semantic Segmentation Under Domain Shift—0
Confidence Intervals for Performance Estimates in Brain MRI Segmentation—0
Quantized Feature Distillation for Network Quantization—0
TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving CarsCode1
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenariosCode0
Deep Multi-Threshold Spiking-UNet for Image ProcessingCode1
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation—0
CNOS: A Strong Baseline for CAD-based Novel Object SegmentationCode2
POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical ActivitiesCode1
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation—0
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation—0
Text2Layer: Layered Image Generation using Latent Diffusion Model—0
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive LearningCode1
Two Approaches to Supervised Image Segmentation—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