Latest Research in Computer Vision and Pattern Recognition

61 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. Lexicographic Minimum-Violation Motion Planning using Signal Temporal Logic
  2. Wind Turbine Maintenance Log Labelling Framework: LLM-Driven Data Correction and Enrichment via Semantic Extraction of Reliability Intelligence
  3. Gnoselia- An Institutional Knowledge Intelligence Layer Based on AI Hybrid Retrieval
  4. When Thinking Longer Makes You Wronger: Inference Sampling Amplifies the Learned Ordering
  5. Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps
  6. LLM-based Framework for Generating and Verifying Parallel DEVS Statecharts
  7. On the Influence of Refactoring Types on Merge Effort
  8. Knowledge-guided reinforcement learning for self-adaptive software engineering and multi-objective quality optimization
  9. Looks Can be Deceiving: Annotator and Reviewer Performance Across Imagery Sources in Crowd-Sourced Aerial Damage Assessment
  10. A modular tool-driven RAG framework for engineering test documentation
  11. The Visualization of Jomon One-Dimensional Coordinate System
  12. Does ISO-Grounded NFR Specification Improve LLM Code Generation? A Comparison of Rich and Structured Interventions against a Natural-Language Baseline
  13. The Factory of False Mysteries: Ontology of "problem creating" and the market of the incomprehensible
  14. Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models
  15. Extending Triple Graph Grammars to Formalize Complex View Definitions on Families of Models - Long Version
  16. Enhancing adversarial robustness of lightweight neural networks for on-vehicle traffic sign recognition systems
  17. Enterprise Defect Analysis Methodology (EDAM) – Version 2.0 – Phase 2: Enterprise Defect Classification
  18. Enterprise Defect Analysis Methodology (EDAM) – Version 2.0 – Phase 2: Enterprise Defect Classification
  19. SocioTable-KZ: Ethical and Privacy-Aware Bilingual Generation from Sociological Survey Data
  20. A large language model-based question-answering system for crack information
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2026 AUG Q3

Computer Vision and Pattern Recognition

61 papers

Top Topics (10)

Software Engineering9
Artificial Intelligence4
Computer Vision and Pattern Recognition4
Software Engineering Research4
Big Data and Business Intelligence4
Machine Learning3
Data Visualization and Analytics3
Computation and Language2
Computational and Text Analysis Methods2
Advanced Software Engineering Methodologies2

Top Publications (20)

1.Lexicographic Minimum-Violation Motion Planning using Signal Temporal Logic2.Wind Turbine Maintenance Log Labelling Framework: LLM-Driven Data Correction and Enrichment via Semantic Extraction of Reliability Intelligence3.Gnoselia- An Institutional Knowledge Intelligence Layer Based on AI Hybrid Retrieval4.When Thinking Longer Makes You Wronger: Inference Sampling Amplifies the Learned Ordering5.Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps6.LLM-based Framework for Generating and Verifying Parallel DEVS Statecharts7.On the Influence of Refactoring Types on Merge Effort8.Knowledge-guided reinforcement learning for self-adaptive software engineering and multi-objective quality optimization9.Looks Can be Deceiving: Annotator and Reviewer Performance Across Imagery Sources in Crowd-Sourced Aerial Damage Assessment10.A modular tool-driven RAG framework for engineering test documentation11.The Visualization of Jomon One-Dimensional Coordinate System12.Does ISO-Grounded NFR Specification Improve LLM Code Generation? A Comparison of Rich and Structured Interventions against a Natural-Language Baseline13.The Factory of False Mysteries: Ontology of "problem creating" and the market of the incomprehensible14.Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models15.Extending Triple Graph Grammars to Formalize Complex View Definitions on Families of Models - Long Version16.Enhancing adversarial robustness of lightweight neural networks for on-vehicle traffic sign recognition systems17.Enterprise Defect Analysis Methodology (EDAM) – Version 2.0 – Phase 2: Enterprise Defect Classification18.Enterprise Defect Analysis Methodology (EDAM) – Version 2.0 – Phase 2: Enterprise Defect Classification19.SocioTable-KZ: Ethical and Privacy-Aware Bilingual Generation from Sociological Survey Data20.A large language model-based question-answering system for crack information
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