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Semantic Segmentation

Papers

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Showing 3451–3500 of 14763 papers

TitleStatusHype
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network—0
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural CalibrationCode2
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under UncertaintyCode1
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
Explore Synergistic Interaction Across Frames for Interactive Video Object Segmentation—0
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images—0
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-AttentionCode1
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels—0
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge—0
Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE—0
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models—0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation—0
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation—0
SFC: Shared Feature Calibration in Weakly Supervised Semantic SegmentationCode1
Concealed Object Segmentation with Hierarchical Coherence Modeling—0
Collaborative Position Reasoning Network for Referring Image Segmentation—0
Semantic Prompt Learning for Weakly-Supervised Semantic SegmentationCode1
HomeRobot Open Vocabulary Mobile Manipulation Challenge 2023 Participant Report (Team KuzHum)—0
Out-of-Distribution Detection & Applications With Ablated Learned Temperature EnergyCode0
The State of Computer Vision Research in AfricaCode0
UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature RepresentationCode1
ANNA: A Deep Learning Based Dataset in Heterogeneous Traffic for Autonomous VehiclesCode0
Embedded Hyperspectral Band Selection with Adaptive Optimization for Image Semantic Segmentation—0
S^3M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving—0
Spatial Structure Constraints for Weakly Supervised Semantic SegmentationCode1
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation ModelsCode1
Susceptibility of Adversarial Attack on Medical Image Segmentation ModelsCode0
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery—0
RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision—0
Understanding Video Transformers via Universal Concept Discovery—0
Exploring Color Invariance through Image-Level Ensemble LearningCode2
One Step Learning, One Step ReviewCode0
Depth Anything: Unleashing the Power of Large-Scale Unlabeled DataCode9
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model—0
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation—0
Instance Brownian Bridge as Texts for Open-vocabulary Video Instance SegmentationCode1
SEINE: Structure Encoding and Interaction Network for Nuclei Instance SegmentationCode0
A Comparative Analysis of U-Net-based models for Segmentation of Cardiac MRI—0
RAP-SAM: Towards Real-Time All-Purpose Segment AnythingCode3
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection—0
P2Seg: Pointly-supervised Segmentation via Mutual Distillation—0
OMG-Seg: Is One Model Good Enough For All Segmentation?Code5
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask InpaintingCode2
Artificial Intelligence-based algorithms in medical image scan seg-mentation and intelligent visual-content generation -- a concise overview—0
Skeleton-Guided Instance Separation for Fine-Grained Segmentation in Microscopy—0
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic SegmentationCode1
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning—0
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRICode1
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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