Latest Research in Cross-Modal Perception Architectures

434 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Cross-Modal Perception Architectures

Highest-Cited Papers

  1. A Comparison of Data Augmentation Methods for Training Deep Neural Networks on Synthetic Aperture Sonar
  2. When Fish Look Alike: Tracking Identities with Dual-branch Elasticity
  3. SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands
  4. Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention
  5. Object Detection for Autonomous Driving in Chinese Rural Scenes: An Experimental Study on Real-Synthetic Data Mixing and Model Evaluation
  6. Hyper-FEOD: Sparse Hypergraph-Enhanced Frame-Event Object Detection with Fine-Grained MoE
  7. Dense Soft Weighting for Radar Ego-Velocity Estimation
  8. A Unified Benchmark and Modality-Adaptive Network for Day-and-Night Drone-View Geo-Localization
  9. ReLATE: Reliability-Guided Evidence Fusion for Robust UAV--Satellite cross-view Geo-Localization
  10. A Geographic Consistency-Constrained Cross-Modal Super-Resolution Matching Method for UAV Geo-Localization
  11. Cross-Modal Offshore Platform Detection Method via Domain-Invariant Feature Learning
  12. Revisiting Stereo Triangulation in UAV Distance Estimation
  13. Embedded Oriented Object Detection on MaixCAM Pro for Waste-Sorting Perception
  14. DDG-Net: a dynamic detail-guided network for aerial small object detection
  15. DO-CGI: deep-optimized illumination patterns for computational ghost imaging at low sampling ratios
  16. Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning
  17. CD-RMOT-Bench: Benchmarking the Cross-Domain Referring Multi-Object Tracking
  18. HeteroPROPMT: A Real-time and Privacy-Preserving Heterogeneous Collaborative Perception Framework
  19. RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection
  20. End-to-End 3-D Spatiotemporal Perception with Multimodal Fusion and V2X Collaboration

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2026 JUL Q4

Cross-Modal Perception Architectures

434 papers

Top Topics (10)

Computer Vision and Pattern Recognition147
Advanced Neural Network Applications85
Image Enhancement Techniques20
Video Surveillance and Tracking Methods14
Robotics11
Infrared Target Detection Methodologies9
Synthetic Aperture Radar (SAR) Applications and Techniques8
Autonomous Vehicle Technology and Safety7
Image and Video Processing6
Computation and Language6

Top Publications (20)

1.A Comparison of Data Augmentation Methods for Training Deep Neural Networks on Synthetic Aperture Sonar2.When Fish Look Alike: Tracking Identities with Dual-branch Elasticity3.SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands4.Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention5.Object Detection for Autonomous Driving in Chinese Rural Scenes: An Experimental Study on Real-Synthetic Data Mixing and Model Evaluation6.Hyper-FEOD: Sparse Hypergraph-Enhanced Frame-Event Object Detection with Fine-Grained MoE7.Dense Soft Weighting for Radar Ego-Velocity Estimation8.A Unified Benchmark and Modality-Adaptive Network for Day-and-Night Drone-View Geo-Localization9.ReLATE: Reliability-Guided Evidence Fusion for Robust UAV--Satellite cross-view Geo-Localization10.A Geographic Consistency-Constrained Cross-Modal Super-Resolution Matching Method for UAV Geo-Localization11.Cross-Modal Offshore Platform Detection Method via Domain-Invariant Feature Learning12.Revisiting Stereo Triangulation in UAV Distance Estimation13.Embedded Oriented Object Detection on MaixCAM Pro for Waste-Sorting Perception14.DDG-Net: a dynamic detail-guided network for aerial small object detection15.DO-CGI: deep-optimized illumination patterns for computational ghost imaging at low sampling ratios16.Rethinking Event-Based Object Dtection through Representation-Level Temporal Aggregation and Model-Level Hypergraph Reasoning17.CD-RMOT-Bench: Benchmarking the Cross-Domain Referring Multi-Object Tracking18.HeteroPROPMT: A Real-time and Privacy-Preserving Heterogeneous Collaborative Perception Framework19.RDVSv2: A Large-scale Benchmark for RGB-D Video Salient Object Detection20.End-to-End 3-D Spatiotemporal Perception with Multimodal Fusion and V2X Collaboration

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