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Semantic Segmentation

Papers

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Showing 5526–5550 of 14763 papers

TitleStatusHype
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation—0
Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes—0
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection—0
CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation—0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation—0
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation—0
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision—0
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks—0
10,000+ Times Accelerated Robust Subset Selection (ARSS)—0
CRF Learning with CNN Features for Image Segmentation—0
A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers—0
Creating A Coefficient of Change in the Built Environment After a Natural Disaster—0
CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks—0
Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes—0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency—0
Crack Semantic Segmentation using the U-Net with Full Attention Strategy—0
Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation—0
A Histogram Thresholding Improvement to Mask R-CNN for Scalable Segmentation of New and Old Rural Buildings—0
ZeroPose: CAD-Prompted Zero-shot Object 6D Pose Estimation in Cluttered Scenes—0
Human Semantic Segmentation using Millimeter-Wave Radar Sparse Point Clouds—0
CrackGAN: Pavement Crack Detection Using Partially Accurate Ground Truths Based on Generative Adversarial Learning—0
CpT: Convolutional Point Transformer for 3D Point Cloud Processing—0
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting—0
A High-Order Scheme for Image Segmentation via a modified Level-Set method—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