Cotton Image Segmentation Algorithm Based on Fusion Method of Markov Random Field and Quantum Particle Swarm Cluster

[Objective] The aim of this study was to improve the cotton image segmentation accuracy in a picking robot image processing system. [Method] An image segmentation algorithm based on a fusion method of Markov random field and quantum particle swarm optimization clustering was proposed. The process of the proposed algorithm is as follows: first, transform the RGB (red, green, blue) images into grayscale; second, use it to segment these images; finally, the threshold of the connected area is set on the basis of the segmented image to obtain the target area. Then, the cotton front image and the cotton side image are selected from the images collected from different angles. The segmentation experiment was carried out by using this algorithm, and compared with the Otsu algorithm, the fuzzy C-means algorithm, the quantum particle swarm image segmentation algorithm and the Markov random field image segmentation algorithm. [Result] The results showed that the segmentation accuracy and peak signal to noise ratio of the proposed algorithm were 98.94% and 77.48 dB. When compared with the Otsu algorithm, fuzzy C-means algorithm, quantum particle swarm optimization algorithm and Markov random field algorithm, the average segmentation accuracy and peak signal to noise ratio of the proposed algorithm increased by 2.47%–4.56%, and 9.81–13.11 dB, respectively. [Conclusion] The proposed algorithm had higher segmentation accuracy and higher peak signal to noise ratio than the other algorithms tested.     

木醋液在农业病虫草防控中的应用研究进展

为了开发木醋液作为优质生物农药的应用价值,本文归纳了不同原材料制作的木醋液在细菌真菌病害、病毒病、根结线虫病、害虫和杂草防除中的应用研究案例。总结了木醋液分别在病虫草防治中的作用:在适当浓度下,对真菌、细菌和根结线虫皆能有效抑制;作为助剂也能用于防治植物病毒病;对害虫具有驱避作用,浓度高时,直接的毒杀效果也很明显;对于作物田的部分杂草种类,木醋液具有被开发为生物除草剂的潜能。同时简单介绍了木醋液对有害生物的作用机理,指出了木醋液作为生物农药具有原材料来源广泛、广谱有效、环境友好、不易导致抗性发展等特点,其作为生物农药具有极大的应用价值。最后指出,在今后应用研发中应分馏纯化、组合复配木醋液产品,实现机制研究和产品标准化的综合目标。     

基于YCbCr颜色空间和Fisher判别分析的棉花图像分割研究

棉花的分割是采棉机器人研究的关键技术。本文分别在HSV、HIS和YCbCr颜色空间下,首先根据棉花的颜色信息与背景颜色信息的差距,对样本图像中的各个对象(棉絮、棉枝、土壤等)分类; 其次根据分类结果分别提取各类在各颜色空间下的样本像素值; 再根据类间离散度最大和类内离散度最小的准则计算出Fisher判别向量和各类的质心; 最后按照像素值离各质心最近的准则进行图像分割。结果表明, 在YCbCr颜色空间下产生的分割噪声最小,选取此颜色空间,采用贴标签的方法自适应去噪。实验仿真表明,本方法可有效避免阳光直射和阴影的干扰,对各种情况都能准确分割,分割准确率达90.44%。     

木酢液对2种类型蔬菜感官品质和质量安全的效应

为了研究木酢液对蔬菜感官品质和质量安全的影响,对番茄和大白菜施用不同浓度的木酢液进行对照试验。结果表明：经低浓度500倍木酢液处理后,番茄体内番茄红素含量、Vc含量以及糖酸比均显著增加;大白菜体内可溶性糖含量、可溶性蛋白含量和Vc含量提高明显。而经高浓度300倍木酢液处理后,番茄中番茄红素含量减少,其他指标无显著变化;大白菜除叶绿素含量显著升高外,其他指标变化不显著或降低。此外,木酢液处理显著降低了番茄和大白菜的亚硝酸盐水平,并且没有明显增加重金属的富集程度。这说明适宜浓度的木酢液可以改善蔬菜品质,并能有效保障2类蔬菜的食品质量安全。     

Color Image Compression Method Based on Incomplete Scanning Method

In view of color image characteristic, the paper improves the zero algorithm in the application of concrete algorithm, draws a new algorithm-incomplete scanning method, which is applied to color image compression. The authorsconvert color image from the RGB space into luminance-chrominance YUV space, then compress the converted image to encode/decode. Theoretical analysis and simulation experiment indicate that the compression ratio and encoding/decoding speed are increased, at the sase time the quality of restored image is guaranteed.     

Practical Method of High-Speed Access for Medical Digital Image Sequences

The high-speed access for medical digital image sequences was restricted to special device and complicated system in the past. The authors present a new method of high-speed access for medical digital image sequences which can be performed on general computer by means of the combination of Serial ATA(SATA) and Redundant Array of Independent Disk(RAID).Then they introduce the scheme of system configuration and software program. Lastly the testing result is given and the speediness,cheapness and conveniency of this method are elucidated.     

CCD radiation temperature measurement method for hot continuous casting billet surface

According to the present research status and existing problems of hot continuous billet surface temperature non contact measurement technology, a real time temperature measurement model, which combines two-color(R,G) and monochrome (B) of surface radiation image, is established. The surface image is collected through tricolor charge coupled device (CCD) sensor, at the same time, the temperature dynamic response range of CCD can be improved by controlling integrated time and setting different apertures. Through computer image process technology, multi-point temperature can be measured simultaneously, and 2-D temperature field distribution on continuous casting billet surface can be realized. It is be proved by theory and application that the model and method can provide a theory and technology support for realizing surface temperature field on-line measurement for continuous casting billet.     

Image denoising using HMT in PDTDFB domain

Based on the dependency of the PDTDFB coefficients across the interscale and interdirection and the statistical properties of HMT for the correlation properties, a new HMT in PDTDFB domain was put forward. Compared with the other typical denoising methods, the experimental results demonstrate that the proposed method shows better performance in image denoising, especially in edge maintenance.     

黧蒴栲木材材性、化学组分及热值株内纵向变异模式研究

选取湖南省怀化市33年生黧蒴栲(Castanopsis fissa)人工林,利用树干解析,采集木材圆盘样,进行木材材性、化学组分及热值的测定。分别对木材密度、纤维长、纤维宽、纤维长宽比、热值、纤维素含量和酸不溶木素含量等的株内纵向变异规律进行了研究。结果表明：木材密度随树高的增加而逐渐下降,平均值为0.421 g/cm3,变异范围为0.356~0.497 g/cm3,纵向上的差异达到显著水平;而木材纤维长、纤维素含量和酸不溶木素含量都是随树高的增加先增大后减小,平均值分别为1174.529 μm、53.177%和23.661%,变异范围分别为1063.653~1278.946 μm、47.135%~56.654%、21.99%~26.226%,纵向上的差异均达到显著水平;木材热值是随树高的增加而逐渐增大的,平均值为17474.76 kJ,变异范围为16036.06~18491.86 kJ。     

Three-dimensional reconstruction of electrical impedance tomography based on corresponding points matching interpolation

An interpolation algorithm with corresponding point matching is presented for interpolating two-dimensional reconstructed images of electrical impedance tomography(EIT）to realize three-dimensional reconstruction. The calculation methods of the gradient and its orientation angle have been adjusted according to the characteristic of the EIT data, and the interpolated slice shows good quality. The experimental model is a 2.1 S/m cylinder agar block immersed in a cylindrical water tank. The comparisons of the presented algorithm to the linear interpolation and the shape-based interpolation are made. The results show that corresponding point matching algorithm can ensure both accuracy and computational efficiency, thus the algorithm satisfies the requirements of the real-time EIT monitoring.