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Semantic Segmentation

Papers

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Showing 4601–4650 of 14763 papers

TitleStatusHype
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation—0
SynDrone -- Multi-modal UAV Dataset for Urban ScenariosCode1
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage—0
Dataset QuantizationCode2
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images—0
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders—0
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc—0
Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling—0
ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave RadarCode1
False Negative/Positive Control for SAM on Noisy Medical ImagesCode1
Scalable Video Object Segmentation with Simplified Framework—0
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosCode0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—0
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation—0
EAVL: Explicitly Align Vision and Language for Referring Image Segmentation—0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic SegmentationCode1
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT—0
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery—0
LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and BenchmarkCode1
A tailored Handwritten-Text-Recognition System for Medieval Latin—0
Single Frame Semantic Segmentation Using Multi-Modal Spherical ImagesCode1
Metadata Improves Segmentation Through Multitasking ElicitationCode0
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training—0
ResQ: Residual Quantization for Video Perception—0
Automatic Cadastral Boundary Detection of Very High Resolution Images Using Mask R-CNN—0
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation—0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
SurgicalSAM: Efficient Class Promptable Surgical Instrument SegmentationCode1
Globe230k: A Benchmark Dense-Pixel Annotation Dataset for Global Land Cover Mapping—0
DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial ImagesCode1
Improving Audio-Visual Segmentation with Bidirectional GenerationCode0
Deployment and Analysis of Instance Segmentation Algorithm for In-field Grade Estimation of Sweetpotatoes—0
GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation—0
Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks—0
AATCT-IDS: A Benchmark Abdominal Adipose Tissue CT Image Dataset for Image Denoising, Semantic Segmentation, and Radiomics Evaluation—0
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions—0
MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation—0
MeViS: A Large-scale Benchmark for Video Segmentation with Motion ExpressionsCode2
EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene ParsingCode1
DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps SegmentationCode0
Future Video Prediction from a Single Frame for Video Anomaly Detection—0
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image SegmentationCode1
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic SegmentationCode0
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation—0
Self-Prompting Large Vision Models for Few-Shot Medical Image SegmentationCode1
Real-time Automatic M-mode Echocardiography Measurement with Panel Attention from Local-to-Global PixelsCode1
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy MinimizationCode1
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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