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Semantic Segmentation

Papers

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Showing 4351–4400 of 14763 papers

TitleStatusHype
Object Instance Annotation With Deep Extreme Level Set EvolutionCode0
Object Counting and Instance Segmentation with Image-level SupervisionCode0
Object Detection from Video Tubelets with Convolutional Neural NetworksCode0
Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive ManufacturingCode0
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN ModelCode0
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep NetworksCode0
NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic SegmentationCode0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage SegmentationCode0
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image ProcessingCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Depth-aware CNN for RGB-D SegmentationCode0
Depth Adaptive Deep Neural Network for Semantic SegmentationCode0
Adapting Segment Anything Model for Power Transmission Corridor Hazard SegmentationCode0
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization PathsCode0
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
A Multi-task Supervised Compression Model for Split ComputingCode0
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer CascadeCode0
Normalization in Training U-Net for 2D Biomedical Semantic SegmentationCode0
Object discovery and representation networksCode0
Noise transfer for unsupervised domain adaptation of retinal OCT imagesCode0
Dense Transformer NetworksCode0
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain TransferCode0
NOCTIS: Novel Object Cyclic Threshold based Instance SegmentationCode0
3D-SIS: 3D Semantic Instance Segmentation of RGB-D ScansCode0
No More Discrimination: Cross City Adaptation of Road Scene SegmentersCode0
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape RepresentationCode0
Nighttime sky/cloud image segmentationCode0
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection ImagesCode0
Dense open-set recognition with synthetic outliers generated by Real NVPCode0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
Improving Network Slimming with Nonconvex RegularizationCode0
DenseNet approach to segmentation and classification of dermatoscopic skin lesions imagesCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image SegmentationCode0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT ImagesCode0
Beyond Deterministic Translation for Unsupervised Domain AdaptationCode0
Densely Connected Multi-Dilated Convolutional Networks for Dense Prediction TasksCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon GlandsCode0
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
Neural networks for topology optimizationCode0
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasksCode0
Neural Networks with Divisive normalization for image segmentation with application in cityscapes datasetCode0
Neural Scene Decomposition for Multi-Person Motion CaptureCode0
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
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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