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Semantic Segmentation

Papers

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Showing 9951–10000 of 14763 papers

TitleStatusHype
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning—0
PatchFormer: An Efficient Point Transformer with Patch Attention—0
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image SegmentationCode0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
3D-OOCS: Learning Prostate Segmentation with Inductive BiasCode0
Deep Deterministic Uncertainty for Semantic Segmentation—0
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation—0
AI-Powered Semantic Segmentation and Fluid Volume Calculation of Lung CT images in Covid-19 Patients—0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
Subpixel object segmentation using wavelets and multi resolution analysis—0
TMBuD: A dataset for urban scene building detectionCode0
TA-Net: Topology-Aware Network for Gland Segmentation—0
Predictive Geological Mapping with Convolution Neural Network Using Statistical Data Augmentation on a 3D ModelCode0
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image StacksCode0
SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation—0
PL-Net: Progressive Learning Network for Medical Image Segmentation—0
Inferring the Class Conditional Response Map for Weakly Supervised Semantic SegmentationCode0
Localized Super Resolution for Foreground Images using U-Net and MR-CNNCode0
Denoised Non-Local Neural Network for Semantic Segmentation—0
HR-RCNN: Hierarchical Relational Reasoning for Object Detection—0
Deep Integrated Pipeline of Segmentation Guided Classification of Breast Cancer from Ultrasound Images—0
A Radar Signal Deinterleaving Method Based on Semantic Segmentation with Neural Network—0
Semi-supervised dry herbage mass estimation using automatic data and synthetic images—0
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces—0
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries—0
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
A Dynamic Keypoints Selection Network for 6DoF Pose Estimation—0
Reachability Embeddings: Scalable Self-Supervised Representation Learning from Mobility Trajectories for Multimodal Geospatial Computer Vision—0
X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation—0
Perceptual Consistency in Video Segmentation—0
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology—0
Explainable, automated urban interventions to improve pedestrian and vehicle safety—0
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classesCode0
Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image SegmentationCode0
Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations—0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Multi-Object Tracking and Segmentation with a Space-Time Memory Network—0
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation—0
Learning 3D Semantic Segmentation with only 2D Image Supervision—0
2020 CATARACTS Semantic Segmentation Challenge—0
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation—0
Semantic Segmentation for Urban-Scene ImagesCode0
Simpler Does It: Generating Semantic Labels with Objectness Guidance—0
Semi-supervised Domain Adaptation for Semantic Segmentation—0
Video Instance Segmentation by Instance Flow Assembly—0
Robust Monocular Localization in Sparse HD Maps Leveraging Multi-Task Uncertainty Estimation—0
NeuralDiff: Segmenting 3D objects that move in egocentric videos—0
Spatial-Temporal Transformer for 3D Point Cloud Sequences—0
CoFi: Coarse-to-Fine ICP for LiDAR Localization in an Efficient Long-lasting Point Cloud Map—0
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient DistillationCode0
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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