Locality Constrained Joint Dynamic Sparse Representation for Local Matching Based Face Recognition

Recently, Sparse Representation-based Classification (SRC) has attracted a lot of attention for its applications to various tasks, especially in biometric techniques such as face recognition. However, factors such as lighting, expression, pose and disguise variations in face images will decrease the performances of SRC and most other face recognition techniques. In order to overcome these limitations, we propose a robust face recognition method named Locality Constrained Joint Dynamic Sparse Representation-based Classification (LCJDSRC) in this paper. In our method, a face image is first partitioned into several smaller sub-images. Then, these sub-images are sparsely represented using the proposed locality constrained joint dynamic sparse representation algorithm. Finally, the representation results for all sub-images are aggregated to obtain the final recognition result. Compared with other algorithms which process each sub-image of a face image independently, the proposed algorithm regards the local matching-based face recognition as a multi-task learning problem. Thus, the latent relationships among the sub-images from the same face image are taken into account. Meanwhile, the locality information of the data is also considered in our algorithm. We evaluate our algorithm by comparing it with other state-of-the-art approaches. Extensive experiments on four benchmark face databases (ORL, Extended YaleB, AR and LFW) demonstrate the effectiveness of LCJDSRC.     

In Vitro Evaluation of the Inhibitory Potential of Pharmaceutical Excipients on Human Carboxylesterase 1A and 2

Two major forms of human carboxylesterase (CES), CES1A and CES2, dominate the pharmacokinetics of most prodrugs such as imidapril and irinotecan (CPT-11). Excipients, largely used as insert vehicles in formulation, have been recently reported to affect drug enzyme activity. The influence of excipients on the activity of CES remains undefined. In this study, the inhibitory effects of 25 excipients on the activities of CES1A1 and CES2 were evaluated. Imidapril and CPT-11 were used as substrates and cultured with liver microsomes in vitro. Imidapril hydrolase activities of recombinant CES1A1 and human liver microsomes (HLM) were strongly inhibited by sodium lauryl sulphate (SLS) and polyoxyl 40 hydrogenated castor oil (RH40) [Inhibition constant (K_i) = 0.04±0.01 μg/ml and 0.20±0.09 μg/ml for CES1A1, and 0.12±0.03 μg/ml and 0.76±0.33 μg/ml, respectively, for HLM]. The enzyme hydrolase activity of recombinant CES2 was substantially inhibited by Tween 20 and polyoxyl 35 castor oil (EL35) (K_i = 0.93±0.36 μg/ml and 4.4±1.24 μg/ml, respectively). Thus, these results demonstrate that surfactants such as SLS, RH40, Tween 20 and EL35 may attenuate the CES activity; such inhibition should be taken into consideration during drug administration.     

激光参数对果胶酶产生菌变株产酶特性的影响

采用Ｋｒ＾＋、Ａｒ＾＋、Ｈｅ－Ｎｅ、ＬＤ、ＹＡＧ倍频等多种激光辐照果胶酶产生菌－黑曲霉。在同一波长、同一照射剂量下,不同辐照功率与时间的组合将产生变株产酶特性的不同变化,实验中存在着一个最佳辐照时间与功率的组合。在同一照射剂量、同一辐照功率与时间组合的条件下,变株果胶酶活变异率随波长变化基本呈线性关系。紫外光、可见光产生的酶活正变率与最大增幅高于红外光。激光的连续或不同调制频率的输出方式可能影响黑     

金属硫蛋白α和 β结构域的结构功能比较研究

金属硫蛋白具有α和β两个独立的结构域,它们结构不同,并能独立的行使功能。为了进一步研究这两个结构域之间的区别,分别采用镉和铜重组金属硫蛋白并继以枯草杆菌蛋白酶水解的方法制备α和β结构域,以及利用pGEX-4T-1这种融合表达载体表达α和β结构域。所得产物经凝胶过滤层析分离纯化后,进行了氨基酸组成,巯基和金属含量以及分子量测定,以上性质均与天然的金属硫蛋白α和β结构域相同。然后利用紫外吸收光谱和圆二色吸收光谱来研究它们的巯基金属簇结构,从UV和CD图谱可以看出,通过蛋白水解和基因表达制备的α和β结构域都具有独立的镉硫金属簇结构,但β结构域的镉硫金属簇不如α结构域紧密,其在254nm的吸收峰不象α结构域那么明显。利用DTNB的竞争反应测定了α和β结构域对镉和锌的结合力,实验结果表明,α结构域倾向于结合Cd2+,β结构域倾向于结合Zn2+。以上研究对于进一步了解α和β结构域的生理功能和分子进化提供了有利的证据。