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Semantic Segmentation

Papers

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Showing 8851–8900 of 14763 papers

TitleStatusHype
Smooth image-to-image translations with latent space interpolationsCode0
Wild Animal Classifier Using CNN—0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation—0
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation—0
Det-SLAM: A semantic visual SLAM for highly dynamic scenes using Detectron2Code0
NBV-SC: Next Best View Planning based on Shape Completion for Fruit Mapping and Reconstruction—0
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo LabelsCode0
Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods—0
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural NetworksCode0
Online pseudo labeling for polyp segmentation with momentum networksCode0
Automatic satellite building construction monitoring—0
Uncertainty Estimation for 3D Dense Prediction via Cross-Point EmbeddingsCode0
Data Augmentation using Feature Generation for Volumetric Medical Images—0
A Survey on Physical Adversarial Attack in Computer Vision—0
Automated Mobile Attention KPConv Networks via a Wide and Deep Predictor—0
Road Rutting Detection using Deep Learning on Images—0
Semantic Segmentation of Vegetation in Remote Sensing Imagery Using Deep Learning—0
Mixed-domain Training Improves Multi-Mission Terrain Segmentation—0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals—0
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruningCode0
Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions—0
Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agents—0
A comparative study of attention mechanism and generative adversarial network in facade damage segmentation—0
Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments—0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation—0
Diversified Dynamic Routing for Vision Tasks—0
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals—0
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference AnnotationsCode0
A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction—0
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs—0
TeST: Test-time Self-Training under Distribution Shift—0
Uncertainty-aware Perception Models for Off-road Autonomous Unmanned Ground Vehicles—0
Automated head and neck tumor segmentation from 3D PET/CT—0
Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)—0
D-InLoc++: Indoor Localization in Dynamic EnvironmentsCode0
Deep Learning on Home Drone: Searching for the Optimal ArchitectureCode0
RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement—0
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images—0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s AlphaCode0
Automated ischemic stroke lesion segmentation from 3D MRI—0
Frequency Dropout: Feature-Level Regularization via Randomized Filtering—0
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception—0
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving—0
A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals—0
CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic SegmentationCode0
Semantic Segmentation using Neural Ordinary Differential Equations—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
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