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Updated: Jul 16, 2026

Tomato Analyzer: A Useful Software Application to Collect Accurate and Detailed Morphological and Colorimetric Data from Two-dimensional Objects
Published on: March 16, 2010
Harnessing Multisensory Perception for the Tomato Agrifood Chain
Jun-Wei Liang1, Yi-Jia Chen1, Peng-Xian Zhang1
1College of Engineering, China Agricultural University, 17 Qinghua East Road, Haidian, Beijing 100083, China.
Multisensory perception offers a novel approach to assess tomato quality, overcoming limitations of vision-based systems. This technology creates digital fingerprints for transparent evaluation in the agrifood chain.
Area of Science:
- Agricultural Science
- Sensory Science
- Food Technology
Background:
- Global tomato agrifood chains face economic threats from structural inefficiencies and labor shortages.
- Current vision-dominated systems for intelligent management have limitations in environmental robustness and computational efficiency.
- Dimensional incompleteness in current systems hinders the accurate decoding of internal tomato states.
Purpose of the Study:
- To critically review multisensory perception technologies for characterizing tomato physiological states.
- To outline progress, challenges, and prospects in multisensory perception for the agrifood sector.
- To propose a pathway for constructing digital fingerprints and multimodal fusion for practical applications.
Main Methods:
- Integration of physical (tactile, auditory) and chemical (olfactory, gustatory) sensory modalities.
- Quantitative characterization of tomato physiological states using multisensory data.
- Development of digital fingerprints by coupling instrumental sensing signals with human sensory experiences.
Main Results:
- Multisensory perception enables a more comprehensive quantitative characterization of tomato physiological states compared to vision-only systems.
- Significant progress has been made in multisensory perception, addressing limitations of visual perception.
- A pathway for constructing digital fingerprints and multimodal fusion has been delineated.
Conclusions:
- Multisensory perception presents a promising avenue for advancing intelligent management in the tomato agrifood chain.
- Digital fingerprints and multimodal fusion are key to addressing practical challenges and ensuring sensorially transparent evaluation.
- This perspective provides a roadmap for future research and development in agrifood sensory evaluation systems.
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