Latest Research in Computer Vision and Pattern Recognition

11 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. Machine Vision‐Based Morphological Benchmarking and Extrusion Optimization of Analog Rice: A Digital Image Analysis Framework for Agricultural Grain Quality Evaluation
  2. DeepPhenoTree-Apple Edition: a multi-site apple phenology RGB annotated dataset with deep learning baseline models
  3. Deep learning-based detection and counting of wheat seeds: Comparative benchmarking of YOLO models
  4. Field-based deep learning classification of cotton and weeds for machine-vision-assisted intra-row weed management
  5. Comparative evaluation of classical machine learning and deep learning models for early weed detection in precision agriculture
  6. PlantC2USeg: Cross-Scale Consistent Pre-Training for Few-Shot Unified Plant Point Cloud Segmentation
  7. A Lightweight Phenology-Aware YOLOv5 Framework for Tomato Growth Stage Detection in Resource-Constrained Bhutanese Greenhouse Environments
  8. The smart scythe: AI-powered weed detection in agriculture
  9. Deep Learning-Based Classification of Olive Orchard Planting Systems Using High-Resolution Aerial Orthophotography: A Case Study in Spain
  10. AT-ViT: Area-Targeted Multi-View Vision Transformer with Cross-Attention and Multi-Scale Patching for Plant Trait Recognition in Herbarium Images
  11. Enhance-YOLOv8: a robust small-object detection framework for complex agricultural pest scenarios
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L3 Region - - 2026 Sep Q3

Computer Vision and Pattern Recognition

11 papers

Top Topics (5)

Smart Agriculture and AI6
Computer Vision and Pattern Recognition2
Food composition and properties1
Machine Learning1
Remote Sensing in Agriculture1

Top Publications (11)

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