Jia Yao

ORCID: 0000-0002-3706-8557
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About
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Research Areas
  • Smart Agriculture and AI
  • Biofuel production and bioconversion
  • Food Quality and Safety Studies
  • Spectroscopy and Chemometric Analyses
  • Plant chemical constituents analysis
  • Plant Disease Management Techniques
  • Remote Sensing in Agriculture
  • Plant Molecular Biology Research
  • Handwritten Text Recognition Techniques
  • Sugarcane Cultivation and Processing
  • Plant and fungal interactions
  • Reproductive System and Pregnancy
  • Video Analysis and Summarization
  • Agriculture, Soil, Plant Science
  • Vehicle License Plate Recognition
  • Insect and Arachnid Ecology and Behavior
  • Autonomous Vehicle Technology and Safety
  • Plant Taxonomy and Phylogenetics
  • Turtle Biology and Conservation
  • Chromatography in Natural Products
  • Video Surveillance and Tracking Methods
  • Sperm and Testicular Function
  • Advanced Cellulose Research Studies
  • Viral Infectious Diseases and Gene Expression in Insects
  • Chromosomal and Genetic Variations

Sichuan Agricultural University
2010-2023

Zhejiang Wanli University
2022

Yangzhou University
2021

Beijing Jiaotong University
2021

Nanchang University
2021

Huazhong Agricultural University
2013

Hubei University
2013

Defect detection is the most important step in postpartum reprocessing of kiwifruit. However, there are some small defects difficult to detect. The accuracy and speed existing algorithms meet requirements real-time detection. For solving these problems, we developed a defect model based on YOLOv5, which able detect accurately at fast speed. main contributions this research as follows: (1) object layer added improve model’s ability defects; (2) pay attention importance different channels by...

10.3390/electronics10141711 article EN Electronics 2021-07-17

The conventional degumming process of ramie with alkaline treatment at high temperature causes severe environmental pollution. Pectate lyases can be used to remove pectin from in a reduced pollution and energy consumption. lyase PEL168 Bacillus subtilis has been previously characterized the protein structure was resolved. However, is not suitable host for pectate during since most produce cellulases endogenously detrimental effect fiber. Pichia pastoris, which does express endogenous...

10.1186/1472-6750-13-26 article EN cc-by BMC Biotechnology 2013-03-19

The prevention and management of crop diseases play an important role in agricultural production, but there are many types complex causes, their identification add difficulties to the process. traditional methods identifying mostly rely on human visual manual inspection, which requires a certain amount expert knowledge experience. There shortcomings such as strong subjectivity low accuracy. This paper takes common kiwifruit research object. Based deep learning computer vision models, given...

10.3390/plants11060768 article EN cc-by Plants 2022-03-13

Disease diagnosis and control play important roles in agriculture crop protection. Traditional methods of identifying plant disease rely primarily on human vision manual inspection, which are subjective, have low accuracy, make it difficult to estimate the situation real time. At present, an intelligent detection technology based computer is becoming increasingly tool used monitor disease. However, use this often requires collection a substantial amount specialized data advance. Due...

10.3390/plants12173053 article EN cc-by Plants 2023-08-25

Plant trichomes are epidermal structures with a wide variety of functions in plant development and stress responses. Although the functional importance has been realized, tedious time-consuming manual phenotyping process greatly limits research progress trichome gene cloning. Currently, there no fully automated methods for identifying maize trichomes. We introduce TrichomeYOLO, an counting measuring method that uses deep convolutional neural network, to identify density length from scanning...

10.34133/plantphenomics.0024 article EN cc-by Plant Phenomics 2023-01-01

Apomixis is a particular mode of reproduction that allows progeny formation without meiosis and fertilization. Eulaliopsis binata, tetraploid apomictic species, widely used for making paper, rope mats. There great potential fixation heterosis in E. binata due to autonomous endosperm this species. Although most its embryo sac originates from nucellus cells, termed apospory, we observed sexual initiation 86.8 96.8% the ovules, evidenced by callose deposition on walls cells undergoing...

10.4238/2011.october.5.3 article EN Genetics and Molecular Research 2011-01-01

Abstract The Chinese soft‐shelled turtle ( Pelodiscus sinensis ) is a reptile that undergoes seasonal reproduction. To produce enough spermatozoa during the mating season, immature can be quickly released from testis. Cell morphological changes related to maturation process are then completed in epididymis. In this way, develop simultaneously epithelium and lumen of seminiferous tubules, making sperm production much more efficient, which strategy boost efficiency spermatogenesis....

10.1111/jwas.12876 article EN cc-by Journal of the World Aquaculture Society 2022-02-25

Effects of Interferon-Tau (IFN-τ) and Progesterone on Transcription Level Matrix Metalloproteinases-2 (MMP-2) Tissue Inhibitor (TIMP-2) in Cultured Bovine Endometrial Cells

10.3923/javaa.2011.1833.1840 article EN Journal of Animal and Veterinary Advances 2011-07-08

Abstract In our work, we propose an end-to-end encoder-decoder network for complex document layout segmentation. The proposed multi-scale feature extraction with two parallel branches is applied to further process the maps, where one branch enriches information of maps by building pyramids, another introduced capture dependencies between different locations and integrate long-range context information. Moreover, merge outputs enhance representation so as improve segmentation accuracy....

10.1088/1742-6596/2010/1/012024 article EN Journal of Physics Conference Series 2021-09-01
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