Latest Research in Computer Vision and Pattern Recognition

22 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. ERI-AIC arabic image captioning dataset: development and performance evaluation
  2. Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm
  3. LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering
  4. Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP
  5. Multimodal Alignment Through Joint Kernel Entropic Gromov--Wasserstein Optimal Transport
  6. Entity-Faithful Repair of Synthetic Supervision for Zero-Shot Image Captioning
  7. Cognitive neuroscience-inspired multimodal perceptual fusion framework for enhanced mixed reality environments: a deep learning approach
  8. Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning
  9. EuroMillions Breakthrough Mining — 834 Sources, 3828 Leads Extracted — E8 Intelligence Research
  10. MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models
  11. Global-to-Local Visual Conditioning for Image Captioning with a Frozen Vision–Language Model
  12. EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research
  13. DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing
  14. A Reconstruction-Based Framework for Caption Evaluation Beyond Reference Captions
  15. Construction of a fine-grained retrieval model for archival text-image based on the integration of scene graph generation and attention mechanism
  16. ProCap: Prominence-guided Object Rectification for Faithful and Comprehensive Video Captioning
  17. Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token
  18. Frequency-based Rerpesentation Consistency Regularization for Dense Retrieval
  19. MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning
  20. A Comprehensive Survey of Cross-Modal Retrieval: Breaking Through Modal Barriers
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2026 AUG Q2

Computer Vision and Pattern Recognition

22 papers

Top Topics (10)

Computer Vision and Pattern Recognition8
Multimodal Machine Learning Applications4
Intelligence, Security, War Strategy2
Statistics Theory1
Augmented Reality Applications1
Information Retrieval1
Artificial Intelligence1
Handwritten Text Recognition Techniques1
Image Retrieval and Classification Techniques1
Machine Learning1

Top Publications (20)

1.ERI-AIC arabic image captioning dataset: development and performance evaluation2.Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm3.LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering4.Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP5.Multimodal Alignment Through Joint Kernel Entropic Gromov--Wasserstein Optimal Transport6.Entity-Faithful Repair of Synthetic Supervision for Zero-Shot Image Captioning7.Cognitive neuroscience-inspired multimodal perceptual fusion framework for enhanced mixed reality environments: a deep learning approach8.Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning9.EuroMillions Breakthrough Mining — 834 Sources, 3828 Leads Extracted — E8 Intelligence Research10.MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models11.Global-to-Local Visual Conditioning for Image Captioning with a Frozen Vision–Language Model12.EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research13.DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing14.A Reconstruction-Based Framework for Caption Evaluation Beyond Reference Captions15.Construction of a fine-grained retrieval model for archival text-image based on the integration of scene graph generation and attention mechanism16.ProCap: Prominence-guided Object Rectification for Faithful and Comprehensive Video Captioning17.Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token18.Frequency-based Rerpesentation Consistency Regularization for Dense Retrieval19.MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning20.A Comprehensive Survey of Cross-Modal Retrieval: Breaking Through Modal Barriers
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