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Semantic Segmentation

Papers

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Showing 9101–9150 of 14763 papers

TitleStatusHype
Multi-Spectral Imaging via Computed Tomography (MUSIC) - Comparing Unsupervised Spectral Segmentations for Material Differentiation—0
What could go wrong? Discovering and describing failure modes in computer vision—0
Two Approaches to Supervised Image Segmentation—0
Two Decades of Colorization and Decolorization for Images and Videos—0
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning—0
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation—0
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images—0
Two-Phase Learning for Weakly Supervised Object Localization—0
Multispecies fruit flower detection using a refined semantic segmentation network—0
Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation—0
Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism—0
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation—0
Two stages for visual object tracking—0
Meta Segmentation Network for Ultra-Resolution Medical Images—0
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling—0
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots—0
Two-Stream Networks for Object Segmentation in Videos—0
Two-Stream UNET Networks for Semantic Segmentation in Medical Images—0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation—0
Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation—0
Multi-source adversarial transfer learning based on similar source domains with local features—0
U4D: Unsupervised 4D Dynamic Scene Understanding—0
What Image Features Boost Housing Market Predictions?—0
UAV-CROWD: Violent and non-violent crowd activity simulator from the perspective of UAV—0
UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks—0
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information—0
UAV (Unmanned Aerial Vehicles): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking—0
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning—0
Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory—0
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity—0
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation—0
What is Point Supervision Worth in Video Instance Segmentation?—0
UCP-Net: Unstructured Contour Points for Instance Segmentation—0
UCS: A Universal Model for Curvilinear Structure Segmentation—0
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation—0
UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation—0
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection—0
UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite—0
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input—0
Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation—0
UGformer for Robust Left Atrium and Scar Segmentation Across Scanners—0
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning—0
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation—0
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model—0
Point Cloud Semantic Segmentation using Multi Scale Sparse Convolution Neural Network—0
UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks—0
Ultrafast Focus Detection for Automated Microscopy—0
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer—0
Multi-Scale Semantic Segmentation with Modified MBConv Blocks—0
Multi-Scale Saliency Detection using Dictionary Learning—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
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