Methods
Accepted on 27 Jan 2026
PrecisionMicro-DETR: Enhancing Small Pulmonary Nodule Detection in CT Scans with Multi-Scale Feature Fusion and Lightweight Design
in Computer Vision
Frontiers in Computer Science
Type at least 3 characters
127 articles
articles
Original Research
Published on 22 Jan 2026
Using domain adaptation and transfer learning techniques to enhance performance across multiple datasets in COVID-19 detection
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1639421
- 1,158 views
Original Research
Accepted on 20 Jan 2026
Adaptive Self-Attention for Enhanced Segmentation of Adult Gliomas in Multi-Modal MRI
in Computer Vision
Frontiers in Computer Science
- 196 views
Original Research
Published on 15 Jan 2026
DeepGeoFusion: personalized facial beauty prediction through geometric-visual fusion
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1692523
- 744 views
Original Research
Published on 14 Jan 2026
Toward real-time emotion recognition in fog computing-based systems: leveraging interpretable PCA_CNN, YOLO with self-attention mechanism
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1714394
- 677 views
Original Research
Published on 12 Jan 2026
EAC-YOLO: a surface damage identification method of lightweight membrane structure based on improved YOLO11
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1700167
- 443 views
Editorial
Published on 26 Nov 2025
Editorial: Foundation models for healthcare: innovations in generative AI, computer vision, language models, and multimodal systems
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1744581
- 1,484 views
Original Research
Published on 25 Nov 2025
Segments-aware universal adversarial perturbations purification on 3D point cloud classifiers
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1626359
- 669 views
Original Research
Published on 06 Nov 2025
RWAFormer: a lightweight road LiDAR point cloud segmentation network based on transformer
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1542813
- 1,489 views
- 1 citation
Original Research
Published on 05 Nov 2025
Optimized encoder-based transformers for improved local and global integration in railway image classification
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1658556
- 755 views
Original Research
Published on 08 Oct 2025
Improving remote sensing scene classification with data augmentation techniques to mitigate class imbalance
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1613648
- 1,641 views
- 1 citation
Original Research
Published on 19 Sep 2025
Efficient rotation invariance in deep neural networks through artificial mental rotation
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1644044
- 1,639 views
Mini Review
Published on 18 Sep 2025
From shades to vibrance: a comprehensive review of modern image colorization techniques
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1626641
- 3,286 views
Original Research
Published on 01 Sep 2025
Heterogeneous ensemble learning: modified ConvNextTiny for detecting molecular expression of breast cancer on standard biomarkers
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1569017
- 4,928 views
Original Research
Published on 01 Sep 2025
LLaVA-GM: lightweight LLaVA multimodal architecture
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1626346
- 4,343 views
Original Research
Published on 30 Jul 2025
Deep learning for vision screening in resource-limited settings: development of multi-branch CNN for refractive error detection based on smartphone image
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1576958
- 1,989 views
Original Research
Published on 15 Jul 2025
Convolutional spatio-temporal sequential inference model for human interaction behavior recognition
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1576775
- 1,507 views
Original Research
Published on 11 Jul 2025
UAV-based estimation of post-sowing rice plant density using RGB imagery and deep learning across multiple altitudes
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1551326
- 2,261 views
Original Research
Published on 19 Jun 2025
Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1562358
- 1,870 views
Review
Published on 13 Jun 2025
Challenges and advancements in image-based 3D reconstruction of large-scale urban environments: a review of deep learning and classical methods
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1467103
- 6,010 views
- 3 citations
Original Research
Published on 01 May 2025
An effective approach for real-time drowsy driving prediction using quantized fisher-Gabor features and latent-dynamic conditional random fields
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1437084
- 3,294 views
Original Research
Published on 24 Apr 2025
A benchmark dataset and methodology for fine grained vehicle make and model classification
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1561899
- 3,516 views
Original Research
Published on 15 Apr 2025
Multi-model approach for precise lesion localization and severity grading for diabetic retinopathy and age-related macular degeneration
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1497929
- 2,320 views
- 1 citation
Editorial
Published on 10 Apr 2025
Editorial: Computer vision and AI in real-world applications: robustness, generalization, and engineering
in Computer Vision
Frontiers in Computer Science
doi 10.3389/fcomp.2025.1585443
- 2,331 views