Latest Research in Computer Vision and Pattern Recognition

18 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. TAMCA: Time-Aware Multi-Scale Convolutional Attention for Multi-Class Industrial Anomaly Detection
  2. Transformer Fault Diagnosis Method Based on Multidimensional Feature Fusion and Self-Adaptive Synthetic Over-Sampling Using a Least Squares Support Vector Machine Optimized by Experience Exchange Strategy
  3. Influence of chemical composition on the gassing behavior of biodegradable dielectric liquids: A review
  4. Variational Template Matching with Statistical Fusion for Anomaly Detection in Patterned Structures
  5. Intelligent UHF Sensor-Based Partial Discharge Fault Diagnosis in GIS Using a Temporal-Frequency Dual-Branch Stochastic Configuration Network
  6. Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection
  7. SIM: Subspace Interaction-based Method for Token-Level Text Anomaly Detection
  8. Industrial anomaly detection via RGB-event fusion with multimodal large language models
  9. Moisture-Dependent Dielectric Indicators for Retrofilling Criteria from Mineral Oil to Natural Ester and Palm Fatty Acid Ester in Kraft, TUK, and DPE Paper Insulation Systems
  10. Training-Free Logical and Structural Anomaly Detection via Calibrated Fusion
  11. Neural-Collapse-guided Task-Free Continual Anomaly Detection
  12. Impact of moisture on the frequency–temperature characteristics of the complex permittivity of pressboard composite impregnated with an innovative bio-oil for power transformer solid insulation
  13. DPA: Decoupling Product-Agnostic Anomaly Representations for Zero-shot Anomaly Generation
  14. Contrastive Knowledge Distillation for Anomaly Detection in Multi-Illumination/Focus Display Images
  15. AI and computer vision driven fault detection framework for enhancing response accuracy in transmission and distribution production command systems
  16. NFAD: Nuisance-Filtered Anomaly Detection Under Distribution Shift
  17. ShiftSplit-AD: Separating Domain Shift from Defects in Foundation-Feature Visual Anomaly Detection
  18. GuidedFlow: An Attention-Guided Framework for Anomaly Detection in Additive Manufacturing
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L3 Region - - 2026 Sep Q3

Computer Vision and Pattern Recognition

18 papers

Top Topics (6)

Computer Vision and Pattern Recognition9
Power Transformer Diagnostics and Insulation4
Anomaly Detection Techniques and Applications2
High voltage insulation and dielectric phenomena1
Machine Learning1
Power Line Inspection Robots1

Top Publications (18)

1.TAMCA: Time-Aware Multi-Scale Convolutional Attention for Multi-Class Industrial Anomaly Detection2.Transformer Fault Diagnosis Method Based on Multidimensional Feature Fusion and Self-Adaptive Synthetic Over-Sampling Using a Least Squares Support Vector Machine Optimized by Experience Exchange Strategy3.Influence of chemical composition on the gassing behavior of biodegradable dielectric liquids: A review4.Variational Template Matching with Statistical Fusion for Anomaly Detection in Patterned Structures5.Intelligent UHF Sensor-Based Partial Discharge Fault Diagnosis in GIS Using a Temporal-Frequency Dual-Branch Stochastic Configuration Network6.Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection7.SIM: Subspace Interaction-based Method for Token-Level Text Anomaly Detection8.Industrial anomaly detection via RGB-event fusion with multimodal large language models9.Moisture-Dependent Dielectric Indicators for Retrofilling Criteria from Mineral Oil to Natural Ester and Palm Fatty Acid Ester in Kraft, TUK, and DPE Paper Insulation Systems10.Training-Free Logical and Structural Anomaly Detection via Calibrated Fusion11.Neural-Collapse-guided Task-Free Continual Anomaly Detection12.Impact of moisture on the frequency–temperature characteristics of the complex permittivity of pressboard composite impregnated with an innovative bio-oil for power transformer solid insulation13.DPA: Decoupling Product-Agnostic Anomaly Representations for Zero-shot Anomaly Generation14.Contrastive Knowledge Distillation for Anomaly Detection in Multi-Illumination/Focus Display Images15.AI and computer vision driven fault detection framework for enhancing response accuracy in transmission and distribution production command systems16.NFAD: Nuisance-Filtered Anomaly Detection Under Distribution Shift17.ShiftSplit-AD: Separating Domain Shift from Defects in Foundation-Feature Visual Anomaly Detection18.GuidedFlow: An Attention-Guided Framework for Anomaly Detection in Additive Manufacturing
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