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Semantic Segmentation

Papers

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Showing 3301–3350 of 14763 papers

TitleStatusHype
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target LocalizationCode0
Key Patch Proposer: Key Patches Contain Rich InformationCode0
ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual ConnectionsCode1
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation ModelsCode1
Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation StrategiesCode1
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation—0
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift—0
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation—0
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images—0
LSRFormer: Efficient Transformer Supply Convolutional Neural Networks with Global Information for Aerial Image SegmentationCode1
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud UnderstandingCode1
Lester: rotoscope animation through video object segmentation and trackingCode1
A Comprehensive Review on Computer Vision Analysis of Aerial Data—0
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained RepresentationsCode1
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
Robust semi-automatic vessel tracing in the human retinal image by an instance segmentation neural network—0
Is Continual Learning Ready for Real-world Challenges?—0
Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study—0
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing DiffusionCode0
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time AdaptationCode1
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation—0
TDViT: Temporal Dilated Video Transformer for Dense Video TasksCode1
Crop and Couple: cardiac image segmentation using interlinked specialist networksCode0
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge—0
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image SegmentationCode2
Rethinking U-net Skip Connections for Biomedical Image Segmentation—0
Adaptive Hierarchical Certification for Segmentation using Randomized SmoothingCode0
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss—0
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging—0
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image AnalysisCode0
Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro—0
Unsupervised Discovery of Object-Centric Neural Fields—0
Signed Distance Field based Segmentation and Statistical Shape Modelling of the Left Atrial Appendage—0
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
Expert-Adaptive Medical Image Segmentation—0
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image SegmentationCode4
Data Quality Aware Approaches for Addressing Model Drift of Semantic Segmentation Models—0
Improving Pallet Detection Using Synthetic Data—0
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation—0
Assessing Uncertainty Estimation Methods for 3D Image Segmentation under Distribution Shifts—0
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor SegmentationCode0
Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes—0
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers—0
More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation—0
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain—0
Hybridnet for depth estimation and semantic segmentation—0
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic 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