Latest Research in Advanced Image and Video Retrieval Techniques

Top Research Topics in Advanced Image and Video Retrieval Techniques

• Advanced Neural Network Applications — 12 papers
• Computer Vision and Pattern Recognition — 8 papers
• Infrared Target Detection Methodologies — 3 papers
• Advanced Image and Video Retrieval Techniques — 1 papers
• Image and Video Processing — 1 papers
• Infrastructure Maintenance and Monitoring — 1 papers

Highest-Cited Papers

1. BMDnet: an efficient UAV small object detection model via multi-scale feature enhancement and dynamic attention
2. Disentangling geo-spatial features: an adaptive re-parameterization approach for oriented object detection
3. Freq-LoRA: Frequency-Domain Low-Rank Adaptation for Weather-Robust Aircraft Segmentation in EO Remote Sensing
4. Maturity-Gated Anti-Forgetting Sampling for Remote-Sensing Object Detection Training
5. MF-DETR: an efficient end-to-end framework for small object detection in UAV imagery
6. SkySeaLand: A Wide-Format Satellite Transportation Benchmark with an Ultra-Lightweight Detection Baseline
7. Lightweight Small-Object Detection for Urban UAV Imagery with Content-Aware Feature Reconstruction and Gradient-Adaptive Localization
8. PFE-Det: Progressive Feature Evolution for Small Object Detection in UAV Aerial Images
9. RSFNet: A retention-based network with spatial–frequency joint enhancement for infrared small target detection
10. IDMSNet: Improved DETR Based on Multi-Scale Feature Fusion for Small Object Detection in UAV Images
11. TGMNet: Temporal-Guided Mamba Network for Moving Infrared Dim and Small Target Detection
12. Breaking Self-Attention Failure: Rethinking Query Initialization for Infrared Small Target Detection
13. DyFrDet: Towards Accurate Small Object Detection via Dynamic Frequency Suppression with Label Disambiguation
14. Compact Convolutional Segmentation for Visual Landmark Extraction in GNSS-Denied UAV Navigation
15. MGDFIS: Multi-scale Global-detail Feature Integration Strategy for Small Object Detection
16. Rethinking IRSTD: Single-Point Supervision Guided Encoder-only Framework is Enough for Infrared Small Target Detection
17. Influence of Lens Distortion Correction and Image Resampling on Vehicle Detection in UAV Imagery
18. Research on a CEF-YOLOv8n-Based Method for Small Object Detection in UAV Aerial Imagery
19. Spectra-Net: Frequency-Aware Scale Adaptation for Small Object Detection
20. LCMamNet: A Lightweight Cross-scale Mamba Network for Infrared Small Target Detection