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Semantic Segmentation

Papers

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Showing 7151–7200 of 14763 papers

TitleStatusHype
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images—0
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting—0
ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty—0
Pixel-Level Clustering Network for Unsupervised Image Segmentation—0
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationCode0
MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation—0
SpVOS: Efficient Video Object Segmentation with Triple Sparse Convolution—0
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding—0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation—0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning—0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
A review of individual tree crown detection and delineation from optical remote sensing images—0
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problemsCode0
ROSS: Radar Off-road Semantic Segmentation—0
Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation—0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsCode0
RecolorCloud: A Point Cloud Tool for Recoloring, Segmentation, and Conversion—0
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research—0
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks—0
Panoptic Out-of-Distribution Segmentation—0
SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor EnvironmentCode0
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation—0
Medical Image Segmentation via Sparse Coding Decoder—0
Whole-brain radiomics for clustered federated personalization in brain tumor segmentationCode0
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation—0
Deep Conditional Shape Models for 3D cardiac image segmentation—0
On the Transferability of Learning Models for Semantic Segmentation for Remote Sensing DataCode0
Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision—0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation—0
Tabletop Transparent Scene Reconstruction via Epipolar-Guided Optical Flow with Monocular Depth Completion Prior—0
Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic Segmentation—0
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds—0
Re-initialization-free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation—0
Revisiting Multi-modal 3D Semantic Segmentation in Real-world Autonomous Driving—0
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
Equirectangular image construction method for standard CNNs for Semantic Segmentation—0
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration—0
Virtual Augmented Reality for Atari Reinforcement LearningCode0
BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic SegmentationCode0
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors—0
GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection—0
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding—0
Visual Self-supervised Learning Scheme for Dense Prediction Tasks on X-ray Images—0
Distilling Efficient Vision Transformers from CNNs for Semantic 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