Latest Research in Automated Visual Perception

Top Research Topics in Automated Visual Perception

• Computer Vision and Pattern Recognition — 282 papers
• Smart Agriculture and AI — 130 papers
• Advanced Neural Network Applications — 108 papers
• Intelligence, Security, War Strategy — 91 papers
• Robotics — 87 papers
• Robotics and Sensor-Based Localization — 52 papers
• Infrastructure Maintenance and Monitoring — 49 papers
• Industrial Vision Systems and Defect Detection — 38 papers
• Energy Load and Power Forecasting — 21 papers
• Handwritten Text Recognition Techniques — 20 papers

Highest-Cited Papers

1. Safety-Aware Cascaded Inference for Crop Damage Assessment with Controlled Error Trade-offs
2. AerialMetric: Benchmarking and Adapting UAV Monocular Metric Depth Estimation in the Real World
3. A Comparison of Data Augmentation Methods for Training Deep Neural Networks on Synthetic Aperture Sonar
4. WHTMix: Efficient Stereo Depth Estimation via Walsh-Hadamard Token Mixing
5. When Fish Look Alike: Tracking Identities with Dual-branch Elasticity
6. SeasonStereo: Robust Dense Stereo Matching for Multi-Date Satellite Imagery via Generative AI
7. SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands
8. Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention
9. MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models
10. Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network
11. From Keypoints to Predictive Distributions: Post-Hoc Uncertainty for YOLO-Pose Models
12. Object Detection for Autonomous Driving in Chinese Rural Scenes: An Experimental Study on Real-Synthetic Data Mixing and Model Evaluation
13. ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection
14. Hyper-FEOD: Sparse Hypergraph-Enhanced Frame-Event Object Detection with Fine-Grained MoE
15. SPROUT: A Scalable Diffusion Foundation Model for Agricultural Vision
16. JEPADepth: Masked Predictive Representation Learning for Self-Supervised Monocular Depth Estimation
17. From Uncertainty to Determinism: Coarse-to-Fine Visual Floorplan Localization without Ray Matching
18. Dense Soft Weighting for Radar Ego-Velocity Estimation
19. Skillful forecasting of offshore winds from satellite scatterometer constellations
20. VidMap: Exploiting Temporal Structure for Video-Based Structure-from-Motion

Sub-Regions

• Cross-Modal Perception Architectures — 434 papers
• Industrial Infrastructure Integrity — 196 papers
• Agricultural Phenotyping Intelligence — 128 papers
• Predictive Intelligence Analytics — 91 papers