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Semantic Segmentation

Papers

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Showing 7701–7750 of 14763 papers

TitleStatusHype
Leveraging Motion Priors in Videos for Improving Human Segmentation—0
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring—0
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation—0
Deep Learning based Retinal OCT Segmentation—0
Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic undecimated wavelets—0
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation—0
Deep learning-based instance segmentation for the precise automated quantification of digital breast cancer immunohistochemistry images—0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation—0
Leveraging Pretrained Image Classifiers for Language-Based Segmentation—0
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task—0
Bacterial foraging optimization based brain magnetic resonance image segmentation—0
A Manifold Representation of the Key in Vision Transformers—0
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection—0
IVGF: The Fusion-Guided Infrared and Visible General Framework—0
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules—0
Deep learning based infrared small object segmentation: Challenges and future directions—0
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Background Subtraction with Real-time Semantic Segmentation—0
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach—0
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier—0
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning—0
Iterative Learning for Instance Segmentation—0
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training—0
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning—0
LID 2020: The Learning from Imperfect Data Challenge Results—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
Iterative Instance Segmentation—0
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning—0
Iterative, Deep Synthetic Aperture Sonar Image Segmentation—0
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information—0
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation—0
Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation—0
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis—0
Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation—0
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment—0
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation—0
Background-Foreground Segmentation for Interior Sensing in Automotive Industry—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Deep Learning Based 3D Segmentation: A Survey—0
LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic Segmentation—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation—0
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review—0
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation—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