Latest Research in Computer Vision and Pattern Recognition

159 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. Multimodal content generation and enhancement for smart imaging
  2. MudraGen: Geometrically Supervised Generation of Interacting Two-Hand Mudras for preserving Indian Classical Dance Heritage
  3. Paint-Anything: Unified Any-Color Control for Image Generation and Editing
  4. CapMap-MS-TTA: 3rd Place Solution for the MUMU Track of the 8th LSVOS Challenge at ECCV 2026
  5. DailyBench: A Unified Benchmark for AI-Generated and Manipulated Images from Modern Generative Models
  6. CompArt: Operationalizing Aesthetic Alignment in Text-to-Image Generation via Principles of Art
  7. JigSync: Gauge-Resolved Synchronization for Jigsaw Reassembly under Unknown Piece Orientation
  8. MDN-Control: Mask-Depth-Noise Guided Region Control for Multi-Subject Video Editing
  9. Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On
  10. A Generative AI Framework for Structural Analysis and DCGAN-Based Synthesis of Traditional Chinese Papercutting Patterns
  11. Text-Driven Artistic Staging: 3D Posing, Lighting, and Camera References from Paintings
  12. FSANet: Frequency-Spatial Aware Network for Image Segmentation
  13. FRPSS: Feature Rearrangement in Pre-Shape Space for Single-Image Generation
  14. VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal
  15. FROD: Feature Matching Residual Denoising Oracle Bone Decipher
  16. Opt-In Art: Learning Art Styles Only from Few Examples
  17. LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows
  18. DG-SegNet: A depth-guided RGB-D semantic segmentation framework for emergency escape ramps toward traffic accident prevention
  19. PaintCopilot: Modeling Painting as Autonomous Artistic Continuation
  20. To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations
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L3 Region - - 2026 Sep Q3

Computer Vision and Pattern Recognition

159 papers

Top Topics (10)

Computer Vision and Pattern Recognition121
Generative Adversarial Networks and Image Synthesis9
Advanced Neural Network Applications8
Aesthetic Perception and Analysis5
Machine Learning3
Graphics3
Human Motion and Animation1
Robotics and Sensor-Based Localization1
Artificial Intelligence1
Human-Computer Interaction1

Top Publications (20)

1.Multimodal content generation and enhancement for smart imaging2.MudraGen: Geometrically Supervised Generation of Interacting Two-Hand Mudras for preserving Indian Classical Dance Heritage3.Paint-Anything: Unified Any-Color Control for Image Generation and Editing4.CapMap-MS-TTA: 3rd Place Solution for the MUMU Track of the 8th LSVOS Challenge at ECCV 20265.DailyBench: A Unified Benchmark for AI-Generated and Manipulated Images from Modern Generative Models6.CompArt: Operationalizing Aesthetic Alignment in Text-to-Image Generation via Principles of Art7.JigSync: Gauge-Resolved Synchronization for Jigsaw Reassembly under Unknown Piece Orientation8.MDN-Control: Mask-Depth-Noise Guided Region Control for Multi-Subject Video Editing9.Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On10.A Generative AI Framework for Structural Analysis and DCGAN-Based Synthesis of Traditional Chinese Papercutting Patterns11.Text-Driven Artistic Staging: 3D Posing, Lighting, and Camera References from Paintings12.FSANet: Frequency-Spatial Aware Network for Image Segmentation13.FRPSS: Feature Rearrangement in Pre-Shape Space for Single-Image Generation14.VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal15.FROD: Feature Matching Residual Denoising Oracle Bone Decipher16.Opt-In Art: Learning Art Styles Only from Few Examples17.LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows18.DG-SegNet: A depth-guided RGB-D semantic segmentation framework for emergency escape ramps toward traffic accident prevention19.PaintCopilot: Modeling Painting as Autonomous Artistic Continuation20.To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations
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