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Semantic Segmentation

Papers

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Showing 13251–13300 of 14763 papers

TitleStatusHype
IoU is not submodular—0
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors—0
DetNet: Design Backbone for Object Detection—0
End-to-End Joint Semantic Segmentation of Actors and Actions in Video—0
Interactive Boundary Prediction for Object Selection—0
Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation—0
Cataract influence on iris recognition performance—0
Domain transfer through deep activation matching—0
Key-Word-Aware Network for Referring Expression Image Segmentation—0
3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints—0
Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphone Camera—0
Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images—0
3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation—0
Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation—0
Sequential Clique Optimization for Video Object Segmentation—0
PSANet: Point-wise Spatial Attention Network for Scene ParsingCode0
Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-TrainingCode0
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection—0
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation—0
Multi-Scale Context Intertwining for Semantic Segmentation—0
Unsupervised Video Object Segmentation with Motion-based Bilateral Networks—0
Towards Human-Level License Plate Recognition—0
WildDash - Creating Hazard-Aware Benchmarks—0
Video Object Segmentation by Learning Location-Sensitive Embeddings—0
Understanding Neural Pathways in Zebrafish through Deep Learning and High Resolution Electron Microscope Data—0
A Simplified Approach to Deep Learning for Image Segmentation—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
Group-Representative Functional Network Estimation from Multi-Subject fMRI Data via MRF-based Image Segmentation—0
Stereo 3D Object Trajectory Reconstruction—0
Smoothed Dilated Convolutions for Improved Dense PredictionCode0
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approachCode0
A Brief Survey and an Application of Semantic Image Segmentation for Autonomous Driving—0
Automatic Foreground Extraction from Imperfect Backgrounds using Multi-Agent Consensus Equilibrium—0
Discriminative out-of-distribution detection for semantic segmentation—0
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images—0
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning—0
Fully-Convolutional Point Networks for Large-Scale Point CloudsCode0
Video-to-Video SynthesisCode0
Segmentation of Microscopy Data for finding Nuclei in Divergent Images—0
Concept Mask: Large-Scale Segmentation from Semantic Concepts—0
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation—0
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesCode0
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video StreamsCode0
Treepedia 2.0: Applying Deep Learning for Large-scale Quantification of Urban Tree CoverCode0
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks—0
Unsupervised learning of foreground object detection—0
Multispectral Pedestrian Detection via Simultaneous Detection and SegmentationCode0
Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space—0
Fast, Better Training Trick --- Random Gradient—0
Improving Shape Deformation in Unsupervised Image-to-Image TranslationCode0
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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