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Semantic Segmentation

Papers

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Showing 7651–7675 of 14763 papers

TitleStatusHype
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—0
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation—0
Medical Image Segmentation on MRI Images with Missing Modalities: A Review—0
Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans—0
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations—0
Combining visibility analysis and deep learning for refinement of semantic 3D building models by conflict classification—0
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges—0
Detecting Abnormal Health Conditions in Smart Home Using a Drone—0
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments—0
Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes—0
Few-shot Semantic Image Synthesis with Class Affinity Transfer—0
Few-shot Segmentation with Optimal Transport Matching and Message Flow—0
A Semantic Segmentation Approach on Sweet Orange Leaf Diseases Detection Utilizing YOLO—0
Combining the Best of Graphical Models and ConvNets for Semantic Segmentation—0
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds—0
Less than Few: Self-Shot Video Instance Segmentation—0
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation—0
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation—0
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation—0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—0
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation—0
Combining Supervised and Un-supervised Learning for Automatic Citrus Segmentation—0
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving—0
Detecting diabetic retinopathy severity through fundus images using an ensemble of classifiers—0
3D Feature Distillation with Object-Centric Priors—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