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Semantic Segmentation

Papers

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Showing 7701–7725 of 14763 papers

TitleStatusHype
Leveraging Motion Priors in Videos for Improving Human Segmentation—0
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring—0
Background Subtraction with Real-time Semantic Segmentation—0
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach—0
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier—0
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning—0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation—0
Leveraging Pretrained Image Classifiers for Language-Based Segmentation—0
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task—0
Iterative Learning for Instance Segmentation—0
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training—0
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
Iterative Instance Segmentation—0
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning—0
Iterative, Deep Synthetic Aperture Sonar Image Segmentation—0
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information—0
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation—0
Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation—0
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis—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