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Semantic Segmentation

Papers

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Showing 10001–10050 of 14763 papers

TitleStatusHype
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data—0
Boosting Image Outpainting with Semantic Layout Prediction—0
Color Image Segmentation Using Multi-Objective Swarm Optimizer and Multi-level Histogram Thresholding—0
Temporally stable video segmentation without video annotations—0
Pixel-level Intra-domain Adaptation for Semantic Segmentation—0
Convolutional Deep Denoising Autoencoders for Radio Astronomical Images—0
Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance SegmentationCode0
Learning to Infer Kinematic Hierarchies for Novel Object Instances—0
Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs—0
Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation—0
Domain generalization in deep learning for contrast-enhanced imaging—0
Semi-supervised Multi-task Learning for Semantics and Depth—0
RGB-D Image Inpainting Using Generative Adversarial Network with a Late Fusion Approach—0
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation—0
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization—0
High-throughput Phenotyping of Nematode Cysts—0
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data—0
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic SegmentationCode0
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty—0
Learning to perceive objects by prediction—0
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning—0
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles—0
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency RegularizationCode0
RoadObstacle21—0
Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks—0
DenseNet approach to segmentation and classification of dermatoscopic skin lesions imagesCode0
Colour augmentation for improved semi-supervised semantic segmentation—0
Two-stage Visual Cues Enhancement Network for Referring Image SegmentationCode0
Semantic Image Alignment for Vehicle Localization—0
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP—0
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation—0
Generalized Scene Classification from Small-Scale Datasets with Multi-Task LearningCode0
DMML-Net: Deep Metametric Learning for Few-Shot Geographic Object Segmentation in Remote Sensing Imagery—0
Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation—0
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization—0
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection—0
Robust Segmentation of Cell Nuclei in 3-D Microscopy Images—0
Sentinel 2 Time Series Analysis with 3D Feature Pyramid Network and Time Domain Class Activation Intervals for Crop MappingCode0
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection—0
Test-time Batch Statistics Calibration for Covariate Shift—0
Scaling up instance annotation via label propagation—0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice—0
Deep Instance Segmentation with Automotive Radar Detection Points—0
A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection—0
Feasible Architecture for Quantum Fully Convolutional Networks—0
A new weakly supervised approach for ALS point cloud semantic segmentation—0
Differentiable Spline Approximations—0
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary—0
CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep LearningCode0
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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
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