Latest Research in Computer Vision and Pattern Recognition

34 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models
  2. Global-to-Local Visual Conditioning for Image Captioning with a Frozen Vision–Language Model
  3. EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research
  4. DO-CGI: deep-optimized illumination patterns for computational ghost imaging at low sampling ratios
  5. DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing
  6. VIP: Finding Important People in Images
  7. A Reconstruction-Based Framework for Caption Evaluation Beyond Reference Captions
  8. Construction of a fine-grained retrieval model for archival text-image based on the integration of scene graph generation and attention mechanism
  9. Distribution-Alignment Bridge for Uncertainty-Aware Text-to-Video Retrieval
  10. ProCap: Prominence-guided Object Rectification for Faithful and Comprehensive Video Captioning
  11. Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token
  12. Frequency-based Rerpesentation Consistency Regularization for Dense Retrieval
  13. An end-to-end dense video captioning network with multimodal data fusion and multi-level visual feature enhancement via the ViFi-CLIP pretrained model
  14. MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning
  15. A Comprehensive Survey of Cross-Modal Retrieval: Breaking Through Modal Barriers
  16. AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning
  17. Symbal: Detecting Systematic Misalignments in Model-Generated Captions
  18. AI-driven feature descriptor design using CNNs and transfer learning for enhanced image retrieval accuracy and efficiency
  19. An assistive framework for visually impaired using deep learning and natural language processing
  20. SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval
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2026 JUL Q4

Computer Vision and Pattern Recognition

34 papers

Top Topics (10)

Computer Vision and Pattern Recognition13
Multimodal Machine Learning Applications7
Information Retrieval4
Machine Learning3
Advanced Image and Video Retrieval Techniques2
Intelligence, Security, War Strategy1
Optics1
Artificial Intelligence1
Handwritten Text Recognition Techniques1
Image Retrieval and Classification Techniques1

Top Publications (20)

1.MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models2.Global-to-Local Visual Conditioning for Image Captioning with a Frozen Vision–Language Model3.EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research4.DO-CGI: deep-optimized illumination patterns for computational ghost imaging at low sampling ratios5.DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing6.VIP: Finding Important People in Images7.A Reconstruction-Based Framework for Caption Evaluation Beyond Reference Captions8.Construction of a fine-grained retrieval model for archival text-image based on the integration of scene graph generation and attention mechanism9.Distribution-Alignment Bridge for Uncertainty-Aware Text-to-Video Retrieval10.ProCap: Prominence-guided Object Rectification for Faithful and Comprehensive Video Captioning11.Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token12.Frequency-based Rerpesentation Consistency Regularization for Dense Retrieval13.An end-to-end dense video captioning network with multimodal data fusion and multi-level visual feature enhancement via the ViFi-CLIP pretrained model14.MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning15.A Comprehensive Survey of Cross-Modal Retrieval: Breaking Through Modal Barriers16.AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning17.Symbal: Detecting Systematic Misalignments in Model-Generated Captions18.AI-driven feature descriptor design using CNNs and transfer learning for enhanced image retrieval accuracy and efficiency19.An assistive framework for visually impaired using deep learning and natural language processing20.SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval
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