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Semantic Segmentation

Papers

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Showing 12351–12400 of 14763 papers

TitleStatusHype
A Multimodal Vision Sensor for Autonomous Driving—0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
High Accurate Unhealthy Leaf Detection—0
Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image SegmentationCode0
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation—0
Benchmarking the Robustness of Semantic Segmentation Models—0
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation—0
Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation—0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Index NetworkCode0
Distance Map Loss Penalty Term for Semantic Segmentation—0
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation—0
Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit—0
A Distraction Score for Watermarks—0
Enforcing Perceptual Consistency on Generative Adversarial Networks by Using the Normalised Laplacian Pyramid Distance—0
Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation—0
Dynamic Scale Inference by Entropy Minimization—0
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics—0
Constrained domain adaptation for Image segmentationCode0
ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modulesCode0
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation—0
Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation—0
Visual Coin-Tracking: Tracking of Planar Double-Sided Objects—0
Mono-Stixels: Monocular depth reconstruction of dynamic street scenes—0
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis—0
AttentionBoost: Learning What to Attend by Boosting Fully Convolutional Networks—0
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation—0
Contour Loss: Boundary-Aware Learning for Salient Object Segmentation—0
SqueezeNAS: Fast neural architecture search for faster semantic segmentationCode0
Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural NetworkCode0
Attentive NormalizationCode0
Adversarially Trained Convolutional Neural Networks for Semantic Segmentation of Ischaemic Stroke Lesion using Multisequence Magnetic Resonance Imaging—0
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain ShiftCode0
U-Net Fixed-Point Quantization for Medical Image SegmentationCode0
Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance PropagationCode0
Robustifying deep networks for image segmentation—0
Learning Densities in Feature Space for Reliable Segmentation of Indoor Scenes—0
A novel framework of the fuzzy c-means distances problem based weighted distance—0
Expectation-Maximization Attention Networks for Semantic SegmentationCode0
Interior Object Detection and Color Harmonization—0
Deformable Filter Convolution for Point Cloud Reasoning—0
An Empirical Study of Propagation-based Methods for Video Object Segmentation—0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial NetworksCode0
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentationCode0
Lung image segmentation by generative adversarial networks—0
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation—0
Weakly Supervised Body Part Segmentation with Pose based Part Priors—0
Orientation-aware Semantic Segmentation on Icosahedron SpheresCode0
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic SegmentationCode0
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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