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Semantic Segmentation

Papers

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Showing 5126–5150 of 14763 papers

TitleStatusHype
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm—0
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation—0
Decoder Modulation for Indoor Depth Completion—0
Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection—0
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence—0
Automatic satellite building construction monitoring—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
DeceptionNet: Network-Driven Domain Randomization—0
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives—0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers—0
Decentralized Differentially Private Segmentation with PATE—0
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples—0
Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation—0
3D Reconstruction from Accidental Motion—0
Automatic Real-time Background Cut for Portrait Videos—0
Grounded Human-Object Interaction Hotspots from Video (Extended Abstract)—0
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation—0
Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET image segmentation—0
Active Contour Models for Manifold Valued Image Segmentation—0
GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models—0
GroundNet: Monocular Ground Plane Normal Estimation with Geometric Consistency—0
DDOS: The Drone Depth and Obstacle Segmentation Dataset—0
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation—0
Automatic Portrait Video Matting via Context Motion Network—0
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation—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