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Semantic Segmentation

Papers

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Showing 4851–4900 of 14763 papers

TitleStatusHype
Deep Learning Models for Visual Inspection on Automotive Assembling Line—0
Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset—0
Deep Learning Markov Random Field for Semantic Segmentation—0
Base Layer Efficiency in Scalable Human-Machine Coding—0
Deep Learning in Multi-organ Segmentation—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms—0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
Generating Discriminative Object Proposals via Submodular Ranking—0
Generating Object Segmentation Proposals using Global and Local Search—0
Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations—0
Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition—0
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation—0
BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation—0
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation Training—0
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers—0
Deep Learning for Semantic Segmentation on Minimal Hardware—0
Deep learning for semantic segmentation of remote sensing images with rich spectral content—0
Deep Learning for Semantic Part Segmentation with High-Level Guidance—0
Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems—0
Active Testing: An Efficient and Robust Framework for Estimating Accuracy—0
Generating a Training Dataset for Land Cover Classification to Advance Global Development—0
Deep Learning for Object Saliency Detection and Image Segmentation—0
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection—0
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities—0
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
Expert-Adaptive Medical Image Segmentation—0
Deep Learning for Medical Image Segmentation—0
Deep Learning for Medical Image Processing: Overview, Challenges and Future—0
Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks—0
Generating Attention from Classifier Activations for Fine-grained Recognition—0
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review—0
Deep Learning for Global Wildfire Forecasting—0
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation—0
Balance Divergence for Knowledge Distillation—0
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging—0
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors—0
Deep Learning For Computer Vision Tasks: A review—0
Deep learning for cardiac image segmentation: A review—0
A Mathematical Explanation of UNet—0
Active Scene Understanding via Online Semantic Reconstruction—0
3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient—0
Deep Learning for Automatic Tracking of Tongue Surface in Real-time Ultrasound Videos, Landmarks instead of Contours—0
Deep Learning for automated multi-scale functional field boundaries extraction using multi-date Sentinel-2 and PlanetScope imagery: Case Study of Netherlands and Pakistan—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Deep learning denoising for EOG artifacts removal from EEG signals—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