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Semantic Segmentation

Papers

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Showing 4401–4450 of 14763 papers

TitleStatusHype
Dictionary-based Framework for Interpretable and Consistent Object Parsing—0
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks—0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—0
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation—0
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation—0
Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving—0
Analysis of Vision-based Abnormal Red Blood Cell Classification—0
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
Diagnostics in Semantic Segmentation—0
3D Ultrasound image segmentation: A Survey—0
tsmp: An R Package for Time Series with Matrix Profile—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network—0
DGST : Discriminator Guided Scene Text detector—0
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment—0
Bi-Manual Joint Camera Calibration and Scene Representation—0
Analysis of Sparse Subspace Clustering: Experiments and Random Projection—0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation—0
DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation—0
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation—0
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control—0
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise—0
Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches—0
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block—0
Analysis of liver cancer detection based on image processing—0
DFGET: Displacement-Field Assisted Graph Energy Transmitter for Gland Instance Segmentation—0
Analysis of LiDAR Configurations on Off-road Semantic Segmentation Performance—0
DFC: Deep Feature Consistency for Robust Point Cloud Registration—0
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation—0
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference—0
Financial Table Extraction in Image Documents—0
DeVOS: Flow-Guided Deformable Transformer for Video Object Segmentation—0
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization—0
Adapting Vision Foundation Models for Plant Phenotyping—0
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection—0
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving—0
Development of an algorithm for medical image segmentation of bone tissue in interaction with metallic implants—0
Development and Testing of a Wood Panels Bark Removal Equipment Based on Deep Learning—0
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation—0
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation—0
DetNet: Design Backbone for Object Detection—0
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation—0
Analysing Diffusion Segmentation for Medical Images—0
Bi-Directional Relationship Inferring Network for Referring Image Segmentation—0
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation—0
FGN: Fully Guided Network for Few-Shot Instance Segmentation—0
Detection of Malfunctioning Modules in Photovoltaic Power Plants using Unsupervised Feature Clustering Segmentation Algorithm—0
Detection of Late Blight Disease in Tomato Leaf Using Image Processing Techniques—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
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