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Semantic Segmentation

Papers

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Showing 7601–7625 of 14763 papers

TitleStatusHype
Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines—0
Learning to segment on tiny datasets: a new shape model—0
Deep learning for cardiac image segmentation: A review—0
Learning to Segment Skin Lesions from Noisy Annotations—0
A Mathematical Explanation of UNet—0
Active Scene Understanding via Online Semantic Reconstruction—0
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers—0
Joint Learning Templates and Slots for Event Schema Induction—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
Joint Learning of Instance and Semantic Segmentation for Robotic Pick-and-Place with Heavy Occlusions in Clutter—0
Learning to Track Instances without Video Annotations—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Joint Learning of Frequency and Spatial Domains for Dense Predictions—0
Deep learning denoising for EOG artifacts removal from EEG signals—0
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
BAGNet: Bidirectional Aware Guidance Network for Malignant Breast lesions Segmentation—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation—0
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications—0
Deep-learning coupled with novel classification method to classify the urban environment of the developing world—0
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion—0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
Joint Facade Registration and Segmentation for Urban Localization—0
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture—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