Li Tianlai

The Recognition of Cucumber Disease Based on Image Processing and Support Vector Machine

A new method of recognizing cucumber leaf disease based on computer image processing and Support Vector Machine (SVM) is studied to improve recognition accuracy and efficiency. At first, vector median filter was applied to remove noise of the acquired color images of cucumber disease leaf. Then a method of statistic pattern recognition and mathematics morphology was introduced to segment images of cucumber disease leaf. At last texture, shape and color features of color image of cucumber disease spot on leaf were extracted, and classification method of SVM for recognition of cucumber disease was used. Experimental results indicate that the classification performance by SVM is better than that of neural networks. Recognition correct rate of cucumber disease based on SVM of shape and texture feature is better than that of only using the shape feature. Cucumber disease is recognized more correct and faster based on color feature.

Analysis of Calcium Content, Hormones, and Degrading Enzymes in Tomato Pedicel Explants During Calcium-Inhibited Abscission

Abstract This study was designed to analyze the changes of phytohormone concentrations, calcium fraction, and the activities of degrading enzymes during calcium-inhibited and ethyleneglycol-bis-(β-aminoethyl ether) N, N′-tetraacetic acid (EGTA)-induced abscission of tomato pedicel explants. Added calcium caused an increase in the total calcium content within the abscission zone and produced a corresponding reduction (20%) in pedicel explant abscission. As expected, EGTA treatment produced the opposite effect and resulted in a decrease in the total calcium content, while accelerating abscission of pedicel explants. Hormone analysis revealed that indole-3-acetic acid (IAA) concentrations in the abscission zone first decreased and then increased before the occurrence of abscission in all treatments, with the greatest effect produced by addition of EGTA. Similarly, abscisic acid (ABA), and gibberellin (GA 1+3 ) concentrations, and ethylene production were elevated in the abscission zone during the first 16 h before abscission when explants imbibed EGTA. With calcium treatment, the concentrations of ABA, ethylene, and GA 1+3 also increased in pedicels throughout the first 16 h following exposure, but the increase was slower and less dramatic than with EGTA. Both cellulase and polygalacturonase were induced in the explants during abscission and the activities were also strengthened by treatment with EGTA. Calcium-treated explants produced lower hydrolysing enzyme activities than controls throughout abscission. Calcium played a role of mediating hormone balance and degrading enzymes activities and affected on abscission.

The role of calcium in mediating SIIAAs expression in tomato pedicel explants.

Abstract In order to illuminate the effect of calcium on the IAA signal transduction, we studied the expression of eight SlIAA genes which were up-regulated by calcium during the abscission after short-term (1 h) and long-term (16 h) treatments with calcium, IAA and calcium inhibitors. The results indicated that calcium induced SIIAAs expression in 1 h at low concentration, EGTA affected little SIIAAs expression; it also increased IAA-induced transcript level of SIIAAs, TFP (named trifluoperazine) decreased most SIIAAs expression below the level of calcium combined with IAA-induced expression, except for SlIAA17. Long-term treatment of calcium or calcium inhibitors suppressed some SIIAAs expression, whereas TFP enhanced all SIIAAs expression. Interestingly, SlIAA29 was induced by most treatments excluding 16 h EGTA.