Original Research
Accepted on 09 Feb 2026
InfoMSD: An Information-Maximization Self-Distillation Framework for Parameter-Efficient Fine-Tuning on Artwork Images
in Pattern Recognition
Frontiers in Artificial Intelligence
- 116 views
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46 articles
articles
Original Research
Published on 05 Feb 2026
Real-time grading method of tunnel surrounding rock based on image recognition
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1766828
- 547 views
Original Research
Published on 27 Jan 2026
CBAM-DenseNet with multi-feature quality filtering: advancing accuracy in small-sample iris recognition
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1714882
- 504 views
Original Research
Published on 20 Jan 2026
An improved YOLOv10-based framework for knee MRI lesion detection with enhanced small object recognition and low contrast feature extraction
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1675834
- 848 views
Original Research
Published on 14 Jan 2026
Laplace-guided fusion network for camouflage object detection
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1732820
- 680 views
Original Research
Published on 13 Jan 2026
Painting authentication using CNNs and sliding window feature extraction
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1738444
- 1,031 views
Data Report
Published on 09 Jan 2026
IndiaScene365: a transfer learning dataset for Indian scene understanding in diverse weather condition
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1669512
- 837 views
Original Research
Published on 08 Jan 2026
Demographic identification of Greater Caribbean manatees via acoustic feature learning
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1660388
- 869 views
Original Research
Published on 05 Jan 2026
Anatomical study and early diagnosis of dome galls in Cordia Dichotoma using DeepSVM model
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1558358
- 654 views
Original Research
Published on 26 Nov 2025
BLoss-DDNet: bending loss and dual-task decoding network for overlapping cell nucleus segmentation of cervical clinical LBC images
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1649452
- 1,398 views
Original Research
Published on 26 Nov 2025
Hypergraph-based contrastive learning for enhanced fraud detection
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1703135
- 1,406 views
Original Research
Published on 18 Nov 2025
Resource-efficient fine-tuning of large vision-language models for multimodal perception in autonomous excavators
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1681277
- 2,407 views
Review
Published on 30 Oct 2025
Shape modeling of longitudinal medical images: from diffeomorphic metric mapping to deep learning
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1671099
- 1,767 views
Brief Research Report
Published on 17 Oct 2025
Oral squamous cell carcinoma grading classification using deep transformer encoder assisted dilated convolution with global attention
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1575427
- 1,092 views
Original Research
Published on 14 Oct 2025
A hybrid framework for enhanced segmentation and classification of colorectal cancer histopathology
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1647074
- 2,309 views
Original Research
Published on 13 Oct 2025
Enhancing COVID-19 classification of X-ray images with hybrid deep transfer learning models
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1646743
- 2,025 views
Original Research
Published on 10 Oct 2025
Optimizing surface defect detection with YOLOv9: the role of advanced backbone models
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1675154
- 1,936 views
- 1 citation
Original Research
Published on 25 Sep 2025
Multi-scale and deeply supervised network for image splicing localization
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1655073
- 1,767 views
Original Research
Published on 25 Aug 2025
Investigation of deep learning approaches for automated damage diagnostics in fiber metal laminates using Detectron2 and SAM
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1599345
- 3,139 views
Original Research
Published on 12 Aug 2025
MedAlmighty: enhancing disease diagnosis with large vision model distillation
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1527980
- 2,034 views
Original Research
Published on 17 Jul 2025
FLA-UNet: feature-location attention U-Net for foveal avascular zone segmentation in OCTA images
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1463233
- 1,671 views
Brief Research Report
Published on 11 Jul 2025
High-resolution image inpainting using a probabilistic framework for diverse images with large arbitrary masks
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1614608
- 3,647 views
Original Research
Published on 25 Jun 2025
Deep learning-based feature selection for detection of autism spectrum disorder
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1594372
- 5,367 views
- 6 citations
Original Research
Published on 10 Jun 2025
Mixture of prompts learning for vision-language models
in Pattern Recognition
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1580973
- 4,241 views
- 2 citations