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Semantic Segmentation

Papers

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Showing 8451–8475 of 14763 papers

TitleStatusHype
Buildings Classification using Very High Resolution Satellite Imagery—0
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks—0
Image Segmentation to Identify Safe Landing Zones for Unmanned Aerial Vehicles—0
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic SegmentationCode1
Building extraction with vision transformer—0
3D Compositional Zero-shot Learning with DeCompositional Consensus—0
Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data—0
ILabel: Interactive Neural Scene Labelling—0
High Quality Segmentation for Ultra High-resolution Images—0
MUNet: Motion Uncertainty-aware Semi-supervised Video Object Segmentation—0
Searching the Search Space of Vision TransformerCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
Learning To Segment Dominant Object Motion From Watching Videos—0
Schema matching using Gaussian mixture models with Wasserstein distance—0
Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification—0
Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks—0
Contrastive Object-level Pre-training with Spatial Noise Curriculum LearningCode1
Efficient Self-Ensemble for Semantic SegmentationCode1
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessorCode0
A Robust Volumetric Transformer for Accurate 3D Tumor SegmentationCode1
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
3D shape sensing and deep learning-based segmentation of strawberriesCode0
Mask Transfiner for High-Quality Instance SegmentationCode1
Modeling Annotator Preference and Stochastic Annotation Error for Medical Image SegmentationCode1
Robust Object Detection with Multi-input Multi-output Faster R-CNN—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