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Semantic Segmentation

Papers

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Showing 5701–5750 of 14763 papers

TitleStatusHype
Line Detection and Segmentation of Annual Crops Using Hybrid MethodCode0
A Preliminary Study of Deep Learning Sensor Fusion for Pedestrian DetectionCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Class-Based Styling: Real-time Localized Style Transfer with Semantic SegmentationCode0
Lightweight integration of 3D features to improve 2D image segmentationCode0
Lightweight Alpha Matting Network Using Distillation-Based Channel PruningCode0
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic SegmentationCode0
Light-weight Calibrator: a Separable Component for Unsupervised Domain AdaptationCode0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
LiDAR guided Small obstacle SegmentationCode0
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic UnderstandingCode0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
Event Cameras, Contrast Maximization and Reward Functions: An AnalysisCode0
Applying ViT in Generalized Few-shot Semantic SegmentationCode0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
EVAC+: Multi-scale V-net with Deep Feature CRF Layers for Brain ExtractionCode0
Advanced Graph Clustering Methods: A Comprehensive and In-Depth AnalysisCode0
Leveraging Self-supervised Denoising for Image SegmentationCode0
Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian OperationsCode0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic SegmentationCode0
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image EditingCode0
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasetsCode0
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation ModelsCode0
USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference AnnotationsCode0
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive LearningCode0
City-Scale Road Audit System using Deep LearningCode0
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Let's take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model EstimationCode0
ConvPoint: Continuous Convolutions for Point Cloud ProcessingCode0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Image Data Augmentation Approaches: A Comprehensive Survey and Future directionsCode0
General-Purpose Multimodal Transformer meets Remote Sensing Semantic SegmentationCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
LeMoRe: Learn More Details for Lightweight Semantic SegmentationCode0
CircleSnake: Instance Segmentation with Circle RepresentationCode0
Evaluating the Robustness of Off-Road Autonomous Driving Segmentation against Adversarial Attacks: A Dataset-Centric analysisCode0
Circle Representation for Medical Instance Object SegmentationCode0
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery VideosCode0
Learn to Segment Retinal Lesions and BeyondCode0
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite ImageryCode0
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing ImagesCode0
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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