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Semantic Segmentation

Papers

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Showing 7701–7750 of 14763 papers

TitleStatusHype
A Deep Active Contour Model for Delineating Glacier Calving Fronts—0
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathologyCode0
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks—0
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging—0
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentationCode0
Base Layer Efficiency in Scalable Human-Machine Coding—0
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images—0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation—0
Multi-Modal Prototypes for Open-World Semantic Segmentation—0
GNEP Based Dynamic Segmentation and Motion Estimation for Neuromorphic Imaging—0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking—0
Spherical Feature Pyramid Networks For Semantic Segmentation—0
ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images—0
Line Graphics Digitization: A Step Towards Full AutomationCode0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: Semi-Supervised Video Object Segmentation—0
Source Identification: A Self-Supervision Task for Dense Prediction—0
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationCode0
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT—0
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation—0
Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation—0
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving SparsityCode0
Semantic Segmentation on 3D Point Clouds with High Density Variations—0
Learning Degradation-Independent Representations for Camera ISP Pipelines—0
Surgical fine-tuning for Grape Bunch Segmentation under Visual Domain ShiftsCode0
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes—0
CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement—0
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion ModelsCode0
A region and category confidence-based multi-task network for carotid ultrasound image segmentation and classification—0
Bidirectional Correlation-Driven Inter-Frame Interaction Transformer for Referring Video Object Segmentation—0
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation—0
SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency—0
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
Internal-External Boundary Attention Fusion for Glass Surface Segmentation—0
All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning—0
Efficient Subclass Segmentation in Medical ImagesCode0
Multiscale Progressive Text Prompt Network for Medical Image Segmentation—0
Obscured Wildfire Flame Detection By Temporal Analysis of Smoke Patterns Captured by Unmanned Aerial Systems—0
Achieving RGB-D level Segmentation Performance from a Single ToF Camera—0
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging—0
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation—0
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and ClassificationCode0
Learning Nuclei Representations with Masked Image Modelling—0
M3Act: Learning from Synthetic Human Group Activities—0
Analysis of LiDAR Configurations on Off-road Semantic Segmentation Performance—0
Let Segment Anything Help Image Dehaze—0
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
Incremental Learning on Food Instance Segmentation—0
Fast Marching Energy CNN—0
Chan-Vese Attention U-Net: An attention mechanism for robust 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
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