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Semantic Segmentation

Papers

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Showing 4751–4800 of 14763 papers

TitleStatusHype
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation—0
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge—0
Deep Retinal Image Segmentation with Regularization Under Geometric Priors—0
Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network—0
A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation—0
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation—0
Gated Path Selection Network for Semantic Segmentation—0
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time—0
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting—0
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey—0
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method—0
A Model for Image Segmentation in Retina—0
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception—0
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction—0
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos—0
Amodal segmentation just like doing a jigsaw—0
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning—0
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment—0
Deep Polarization Cues for Transparent Object Segmentation—0
Deep Parametric Continuous Convolutional Neural Networks—0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation—0
Deep-NFA: a Deep a contrario Framework for Small Object Detection—0
Bayesian Semantic Instance Segmentation in Open Set World—0
Deep Neural Patchworks: Coping with Large Segmentation Tasks—0
Amodal Panoptic Segmentation—0
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation—0
Bayesian Self-Training for Semi-Supervised 3D Segmentation—0
GANtruth - an unpaired image-to-image translation method for driving scenarios—0
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation—0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs—0
Deep Neural Networks and PIDE discretizations—0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials—0
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images—0
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy—0
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training—0
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization—0
Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation—0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images—0
Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation—0
Bayesian optimization for modular black-box systems with switching costs—0
Actor-Action Semantic Segmentation with Grouping Process Models—0
Deep Multiphase Level Set for Scene Parsing—0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data—0
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm—0
Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation—0
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers—0
Deep Multi Label Classification in Affine Subspaces—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—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
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