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Semantic Segmentation

Papers

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Showing 13001–13050 of 14763 papers

TitleStatusHype
Multichannel Semantic Segmentation with Unsupervised Domain AdaptationCode0
Grounded Human-Object Interaction Hotspots from VideoCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
3D Scene Parsing via Class-Wise Adaptation—0
Defending Against Universal Perturbations With Shared Adversarial Training—0
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road ExtractionCode0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
A High-Order Scheme for Image Segmentation via a modified Level-Set method—0
Graph Cut Segmentation Methods Revisited with a Quantum Algorithm—0
Scale-aware multi-level guidance for interactive instance segmentation—0
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object UnderstandingCode0
DSNet for Real-Time Driving Scene Semantic Segmentation—0
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
Interactive Full Image Segmentation by Considering All Regions Jointly—0
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
Learning Attraction Field Representation for Robust Line Segment DetectionCode0
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics—0
Learning to Fuse Things and Stuff—0
Towards Continuous Domain adaptation for Healthcare—0
Meta Learning Deep Visual Words for Fast Video Object SegmentationCode0
SurfConv: Bridging 3D and 2D Convolution for RGBD ImagesCode0
Multiview Cross-supervision for Semantic Segmentation—0
Topological Map Extraction from Overhead Images—0
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection—0
SUSAN: Segment Unannotated image Structure using Adversarial Network—0
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasetsCode0
Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble ModelCode0
Elastic Boundary Projection for 3D Medical Image SegmentationCode0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-PriorsCode0
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation—0
Deep Neural Networks with Box ConvolutionsCode0
Beyond Grids: Learning Graph Representations for Visual Recognition—0
Symbolic Graph Reasoning Meets ConvolutionsCode0
Snapshot Distillation: Teacher-Student Optimization in One Generation—0
PointCNN: Convolution On X-Transformed PointsCode0
See and Think: Disentangling Semantic Scene CompletionCode0
Multiview Based 3D Scene Understanding On Partial Point Sets—0
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on MeshesCode0
On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent—0
TextMountain: Accurate Scene Text Detection via Instance Segmentation—0
DeepFlux for Skeletons in the WildCode0
Graph-Based Global Reasoning NetworksCode0
Evaluating Bayesian Deep Learning Methods for Semantic SegmentationCode0
Efficient Semantic Segmentation for Visual Bird's-eye View Interpretation—0
EV-SegNet: Semantic Segmentation for Event-based Cameras—0
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training—0
Network Uncertainty Informed Semantic Feature Selection for Visual SLAMCode0
Generalized Coarse-to-Fine Visual Recognition with Progressive Training—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