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Semantic Segmentation

Papers

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Showing 6701–6750 of 14763 papers

TitleStatusHype
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and ClassificationCode0
Rapid post-disaster infrastructure damage characterisation enabled by remote sensing and deep learning technologies -- a tiered approach—0
Towards Image Semantics and Syntax Sequence LearningCode0
Datacube segmentation via Deep Spectral ClusteringCode0
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning—0
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic SegmentationCode0
MESA: Matching Everything by Segmenting Anything—0
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets—0
CAFCT-Net: A CNN-Transformer Hybrid Network with Contextual and Attentional Feature Fusion for Liver Tumor Segmentation—0
VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality—0
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage ResearchCode0
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors—0
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems—0
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data—0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
SAM-based instance segmentation models for the automation of structural damage detection—0
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis—0
SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation—0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation—0
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention—0
UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models—0
Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction—0
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology—0
On generalisability of segment anything model for nuclear instance segmentation in histology images—0
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds—0
Towards Complementary Knowledge Distillation for Efficient Dense Image Prediction—0
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor SegmentationCode0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation—0
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion—0
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network—0
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
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels—0
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images—0
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge—0
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation—0
HomeRobot Open Vocabulary Mobile Manipulation Challenge 2023 Participant Report (Team KuzHum)—0
Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE—0
Concealed Object Segmentation with Hierarchical Coherence Modeling—0
Out-of-Distribution Detection & Applications With Ablated Learned Temperature EnergyCode0
Collaborative Position Reasoning Network for Referring Image Segmentation—0
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models—0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation—0
S^3M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving—0
The State of Computer Vision Research in AfricaCode0
Embedded Hyperspectral Band Selection with Adaptive Optimization for Image Semantic Segmentation—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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