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Semantic Segmentation

Papers

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Showing 4701–4750 of 14763 papers

TitleStatusHype
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training—0
SurgPose: Generalisable Surgical Instrument Pose Estimation using Zero-Shot Learning and Stereo Vision—0
DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images—0
Deep Transport Network for Unsupervised Video Object Segmentation—0
Fusion of Image Segmentation Algorithms using Consensus Clustering—0
Deep Tiered Image Segmentation For Detecting Internal Ice Layers in Radar Imagery—0
AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model—0
Adaptation Across Extreme Variations using Unlabeled Domain Bridges—0
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation—0
Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing—0
Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy—0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Deep Superpixel Cut for Unsupervised Image Segmentation—0
Deep Structure-Revealed Network for Texture Recognition—0
A MRF Shape Prior for Facade Parsing With Occlusions—0
Fusion Based Holistic Road Scene Understanding—0
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation—0
Deep Structured Features for Semantic Segmentation—0
Deep Structural Causal Shape Models—0
Fused Deep Neural Networks for Efficient Pedestrian Detection—0
DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation—0
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One—0
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection—0
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS—0
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation—0
Adaptable Precomputation for Random Walker Image Segmentation and Registration—0
Fuse & Calibrate: A bi-directional Vision-Language Guided Framework for Referring Image Segmentation—0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection—0
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation—0
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation—0
Deep Smoke Segmentation—0
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement—0
Bellybutton: Accessible and Customizable Deep-Learning Image Segmentation—0
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems—0
Fuzzy Superpixel-based Image Segmentation—0
Deep Semantic Segmentation of Natural and Medical Images: A Review—0
Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements—0
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation—0
Fully Transformer-Equipped Architecture for End-to-End Referring Video Object Segmentation—0
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges—0
Scale-Space Hypernetworks for Efficient Biomedical Imaging—0
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data—0
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts—0
Fully Transformer Networks for Semantic Image Segmentation—0
Deep Semantic Graph Matching for Large-scale Outdoor Point Clouds Registration—0
Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels—0
AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction—0
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation—0
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection—0
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation—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