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Semantic Segmentation

Papers

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Showing 11451–11500 of 14763 papers

TitleStatusHype
Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation—0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
Auxiliary Learning by Implicit Differentiation—0
LAMP: Large Deep Nets with Automated Model Parallelism for Image SegmentationCode0
Differentiable Rendering: A Survey—0
Self-supervised Video Object SegmentationCode0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network—0
Kiwifruit detection in challenging conditions—0
Adversarial Transfer of Pose Estimation Regression—0
G-image Segmentation: Similarity-preserving Fuzzy C-Means with Spatial Information Constraint in Wavelet Space—0
Unsupervised Image Classification for Deep Representation LearningCode0
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation—0
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional NetworksCode0
BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud—0
Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift—0
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning—0
Learning High-Resolution Domain-Specific Representations with a GAN Generator—0
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning—0
Task-agnostic Out-of-Distribution Detection Using Kernel Density EstimationCode0
Evaluation of 3D CNN Semantic Mapping for Rover Navigation—0
FISHING Net: Future Inference of Semantic Heatmaps In Grids—0
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances—0
LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths of LiDAR and RGB—0
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images—0
Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving—0
Self-Supervised Domain Mismatch Estimation for Autonomous Perception—0
Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation—0
A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation—0
FCOS: A simple and strong anchor-free object detector—0
Geometry-Aware Instance Segmentation with Disparity MapsCode0
Split-Merge Pooling—0
NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation—0
Multi Layer Neural Networks as Replacement for Pooling Operations—0
Transferring and Regularizing Prediction for Semantic Segmentation—0
Spectral Image Segmentation with Global Appearance Modeling—0
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation—0
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation—0
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment—0
A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images—0
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber AnalysisCode0
Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging—0
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study—0
Probabilistic Semantic Mapping for Urban Autonomous Driving Applications—0
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation—0
Learning pose variations within shape population by constrained mixtures of factor analyzers—0
Instance segmentation of buildings using keypoints—0
Dilated Convolutions with Lateral Inhibitions for Semantic Image SegmentationCode0
Equivariant Maps for Hierarchical Structures—0
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks—0
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection—0
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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