Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 5 papers
• Water Systems and Optimization — 3 papers
• Advanced SAR Imaging Techniques — 2 papers
• Urban Heat Island Mitigation — 2 papers
• Remote Sensing and LiDAR Applications — 2 papers
• Advanced Image Processing Techniques — 2 papers
• Flood Risk Assessment and Management — 2 papers
• Advanced Image Fusion Techniques — 1 papers
• Groundwater and Watershed Analysis — 1 papers
• Seismic Performance and Analysis — 1 papers

Highest-Cited Papers

1. Deep neural network-driven adaptive fusion recognition method for radar-optical heterogeneous remote sensing imagery
2. Deep learning-driven multisource remote sensing image fusion: Advances, challenges, and future directions
3. Multimodal loess cave extraction using LMUNet-RCAM: Integrating hillshade and RGB features with local attention mechanisms
4. Evidence Admission in Spatial Decision Models: Gating Layers Before Fusion in Municipal Seismic Screening
5. Cross-Architecture Foundation-Model Distillation for Edge Flood Segmentation
6. A high-resolution daily temperature reconstruction for Zhejiang Province during 1961–2020 using statistical residual interpolation
7. Geometric Coastline Localization using Vision-Language Models
8. Plastic Greenhouse Extraction Based on Index-Guided Three-Stage Large-Factor Remote Sensing Image Super-Resolution Reconstruction
9. Diagnosing landslide segmentation across geographic clusters with limited target annotations and no access to source imagery
10. SPECTRA: Band-Routed Embedding and Stage-Wise LoRA for Cross-Sensor Fine-Tuning of Geospatial Foundation Models
11. Beyond Weak Labels: Prompt-Guided Local Refinement for Weakly Supervised Water Segmentation in High-Resolution Multispectral Imagery
12. TRNet: Learning with Topographic Priors for VHR Paddy Rice Mapping
13. Design and Experimental Validation of a DT-FPID-Based Local Canopy CO2 Enrichment Control System in a Chinese Solar Greenhouse
14. On-board efficiency: comparing compressed deep learning and classical models for Earth observation
15. Lightweight Dual Domain Attention Aggregation Network for Remote Sensing Image Super-Resolution
16. Slow Maneuvers and Strategic Sensor Placement for Monitoring Transient Events in Water Distribution Networks: An Approach Based on the IRDM
17. Genetic-Algorithm Optimization of PRV Placement for DeePC-Based Pressure Control in Water Distribution Networks
18. Satellite Remote Sensing for Fishing Vessel Identification and Monitoring: A Comparative Analysis of Modalities and a Review of Datasets
19. Dual-Path Collaborative Transformer: Hybrid Attention and Stepwise Dilated Convolution for Remote Sensing Image Super-Resolution
20. Foggy-UAVCD and DSRF-Net: Benchmarking robust satellite–UAV change detection under fog degradation