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Semantic Segmentation

Papers

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Showing 7751–7800 of 14763 papers

TitleStatusHype
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images—0
TrickVOS: A Bag of Tricks for Video Object Segmentation—0
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation-Extended Abstract—0
Semantic Segmentation Using Super Resolution Technique as Pre-Processing—0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation—0
Localized Text-to-Image Generation for Free via Cross Attention Control—0
A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images—0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
Weakly Supervised 3D Segmentation via Receptive-driven Pseudo Label Consistency and Structural Consistency—0
On Evaluating the Adversarial Robustness of Semantic Segmentation Models—0
Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation—0
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model—0
Scribble-supervised Cell Segmentation Using Multiscale Contrastive RegularizationCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
The Second-place Solution for CVPR VISION 23 Challenge Track 1 -- Data Effificient Defect DetectionCode0
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense DisambiguationCode0
Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μCT of Titanium Coated Ni wires using Deep Learning—0
Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation—0
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning—0
A Sparse Graph Formulation for Efficient Spectral Image Segmentation—0
Can a single image processing algorithm work equally well across all phases of DCE-MRI?—0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images—0
Fast Segment AnythingCode0
Multi-Task Consistency for Active Learning—0
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology—0
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization PathsCode0
WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation—0
Concavity-Induced Distance for Unoriented Point Cloud Decomposition—0
A spatio-temporal network for video semantic segmentation in surgical videos—0
Enhanced Masked Image Modeling for Analysis of Dental Panoramic RadiographsCode0
Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation—0
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS—0
ALP: Action-Aware Embodied Learning for Perception—0
Towards Better Certified Segmentation via Diffusion ModelsCode0
Enhancing Visual Domain Adaptation with Source Preparation—0
Vehicle Occurrence-based Parking Space Detection—0
Neural World Models for Computer Vision—0
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation—0
On Certified Generalization in Structured Prediction—0
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded ApplicationsCode0
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder—0
Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions—0
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models—0
RRSIS: Referring Remote Sensing Image Segmentation—0
Extending CLIP's Image-Text Alignment to Referring Image Segmentation—0
A Client-server Deep Federated Learning for Cross-domain Surgical Image SegmentationCode0
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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