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Semantic Segmentation

Papers

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Showing 7001–7050 of 14763 papers

TitleStatusHype
Is Continual Learning Ready for Real-world Challenges?—0
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors—0
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Deep learning for image segmentation: veritable or overhyped?—0
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation—0
FoundPose: Unseen Object Pose Estimation with Foundation Features—0
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation—0
Semantic Segmentation of Seismic Images—0
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype—0
iShape: A First Step Towards Irregular Shape Instance Segmentation—0
Is Image Super-resolution Helpful for Other Vision Tasks?—0
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving—0
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation—0
Foundation Models for Biomedical Image Segmentation: A Survey—0
Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition—0
ACFNet: Attentional Class Feature Network for Semantic Segmentation—0
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment—0
Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation—0
A Dynamic Keypoints Selection Network for 6DoF Pose Estimation—0
Deep learning architectures for automated image segmentation—0
ISP Distillation—0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—0
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis—0
Foundation AI Model for Medical Image Segmentation—0
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Deep Learning Based 3D Segmentation: A Survey—0
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models—0
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds—0
Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation—0
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation—0
Comprehensive Multi-Modal Interactions for Referring Image Segmentation—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning—0
Iterative Instance Segmentation—0
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation—0
A dynamic interactive learning framework for automated 3D medical image segmentation—0
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation—0
ForestEyes Project: Conception, Enhancements, and Challenges—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
Open Compound Domain Adaptation—0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
Less than Few: Self-Shot Video Instance Segmentation—0
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion—0
Foreground object segmentation in RGB-D data implemented on GPU—0
Foreground Clustering for Joint Segmentation and Localization in Videos and Images—0
A dynamic graph-cuts method with integrated multiple feature maps for segmenting kidneys in ultrasound images—0
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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