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Semantic Segmentation

Papers

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Showing 14501–14550 of 14763 papers

TitleStatusHype
HM: Hybrid Masking for Few-Shot SegmentationCode0
HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization AlgorithmCode0
Cross-Modal Self-Attention Network for Referring Image SegmentationCode0
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationCode0
Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image SegmentationCode0
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal ConvolutionsCode0
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic SegmentationCode0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
Holistic 3D Scene Parsing and Reconstruction from a Single RGB ImageCode0
Kernel Normalized Convolutional NetworksCode0
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery VideosCode0
3D Semantic Segmentation with Submanifold Sparse Convolutional NetworksCode0
Holistic Prototype Attention Network for Few-Shot VOSCode0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic SegmentationCode0
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning StrategyCode0
Key Patch Proposer: Key Patches Contain Rich InformationCode0
Anchor Diffusion for Unsupervised Video Object SegmentationCode0
Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical ImagesCode0
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-TuningCode0
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic SegmentationCode0
Horticultural Temporal Fruit Monitoring via 3D Instance Segmentation and Re-Identification using Point CloudsCode0
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
An application of cascaded 3D fully convolutional networks for medical image segmentationCode0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
Adaptive Texture Filtering for Single-Domain Generalized SegmentationCode0
Crop and Couple: cardiac image segmentation using interlinked specialist networksCode0
Lucid Data Dreaming for Video Object SegmentationCode0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
3D Semantic Segmentation of Modular Furniture using rjMCMCCode0
BERTgrid: Contextualized Embedding for 2D Document Representation and UnderstandingCode0
BEN: Using Confidence-Guided Matting for Dichotomous Image SegmentationCode0
Benchmarking Robust Self-Supervised Learning Across Diverse Downstream TasksCode0
Analysis of Information Flow Through U-NetsCode0
3D Semantic Scene Perception using Distributed Smart Edge SensorsCode0
Analysis of Hand Segmentation in the WildCode0
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor SegmentationCode0
How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?Code0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
How Shift Equivariance Impacts Metric Learning for Instance SegmentationCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random FieldCode0
CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image SegmentationCode0
COVERED, CollabOratiVE Robot Environment Dataset for 3D Semantic segmentationCode0
Benchmarking Label Noise in Instance Segmentation: Spatial Noise MattersCode0
Coupling Global Context and Local Contents for Weakly-Supervised Semantic SegmentationCode0
How to scale hyperparameters for quickshift image segmentationCode0
Let's take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model EstimationCode0
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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