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| 1 | 基于深度学习的羊脸检测与识别方法显示文摘家畜个体身份的精准识别对于动物行为研究和现代化选种选配具有重要价值,目前家畜身份的确定主要依据图像或视频中所存在的动物的脸部特征而展开。该文以羊脸识别为目标,提出了基于多种深度学习方法的羊脸检测与识别方案。对羊脸在图片中的位置进行框选和定位,将检测到的来自不同图片的羊脸区分开来,进行个体身份鉴定。采集来自同一群体的形态相近的35只奶山羊的共3121张图片,制作了羊的全身数据集和羊脸数据集。在羊脸框选定位阶段,当随机选取900张羊脸图片做训练,102张羊脸图片做测试时,使用深度学习YOLOv3算法检测到羊脸的正确率可达97%以上;基于可检测到羊脸数据集进行个体识别时,使用深度学习VGGFace模型仅能取得约64%左右识别准确率;而当选取其中616张正面羊脸作为训练集及198张正面羊脸作为测试集时,VGGFace预训练模型的识别准确率可达91%以上。试验结果表明,基于深度学习模型的羊脸检测效果较为理想,而羊脸识别工作则仅在正面羊脸上取得了较高的准确率,其它视角的羊脸识别工作仍有待进一步的研究。 | 魏斌 Masum Billah 王美丽 尚诚 于建涛 姜雨 | 2022 | 家畜生态学报2022，43，3： | 5 |
| 2 | Economic dependence of rural people on homestead forestry in Mymensingh, Bangladesh显示文摘Homestead forests contribute substantially to the rural economy of Bangladesh. Rural people depend on trees and plants for their energy usage, housing, food and other forms of subsistence livelihood. In order to identify the potential role of forests on homestead dwellers, an empirical field investigation was conducted in the four Upazilas of Mymensingh district of Bangladesh. It was found that land holdings of the respondents within the four sites are the highest in Mymensingh. The study made an important observation that among all homestead vegetation between 5-6 years old, tree species are generally preferred over plants. This is perhaps due to the efforts of the social forestry extension service to demonstrate that planting trees is an important long-term investment. In all four Upazilas, there was a significant correlation between household annual income and homestead forestry, agriculture and fisheries practice, suggesting that higher income families tend to have larger holdings of homesteads, farms and pond areas. Three Upazilas displayed a strong positive relationship (nearly 45%) between homestead forest areas and annual family income; however, the Fulbaria Upazila showed a very poor relationship (0.2%) in this regard. The results of this study suggest that homestead forests play a positive role in the rural economy, in addition to helping mitigate the increasing problem of deforestation in Bangladesh. | Nur Muhammed Md. Farhad Hossain Masum Md. Mohitul Hossain Sheeladitya Chakma Gerhard Oesten | 2013 | Journal of Forestry Research2013，24，3： | 2 |
| 3 | Unsupervised method of clustering and labeling of the online product based on reviews显示文摘This paper presents an unsupervised approach to cluster reviews of products collected from Amazon and then generates its labels of each cluster.Instead of using a complete review,this paper splits a review into sentences and considers all sentences from the reviews as inputs for Clustering.Hierarchical Agglomerative Clustering(HAC)is used to cluster sentences.The approaches of cluster labeling are also unsupervised.For labeling,three different methods have been used to find a limited number of essential words for each cluster.Extracted essential words are used to construct phrases.Constructed phrases are used as labels for each cluster.This paper compares the result of the labeling method with baseline labeling.In the result evaluation,all the labeling methods outperform the baseline method.The aim of this research is cluster labeling that makes a set of labels to describe a cluster content and distinguishes the labels from other cluster labels. | Md Masum Billah Mohammad Nuruzzaman Bhuiyan Md.Akterujjaman | 2021 | International Journal of Modeling, Simulation, and Scientific Computing2021，12，2： | 2 |
| 4 | Loess erosion in relation to land use changes in the Ganspoel Catchment,Central Belgium显示文摘 | FU B J GULINCK H MASUM M Z | | 0，，04： | 1 |
| 5 | Mechanisms of photoreceptor deathand survival in mammalian retina 显示文摘 | STONE J MASUM J VALTER-KOCSI K MERVIN K BOW-ERS F CHU Y | 1999 | Prog Retin Eye Res1999，18，6： | 1 |
| 6 | Comp- utation of electron-impact k-shell ionization cross secti- ons of atoms显示文摘 | Uddin M A Haque A K F Masum Billah M | 2005 | Phys Rev A2005，71，03： | 1 |
| 7 | CMOS oscillators for clock distribution and injection locked deskew 显示文摘 | Masum H Chan C A | 2009 | IEEE Journal of Solid-State Circuits2009，44，8： | 1 |
| 8 | Catheter elousure of mod- erate- to large - sized patent ductus artedosus using a new amplatzer duet occhder: immediate and short term results 显示文摘 | Masum J Walsh KP Thanopolous B | 1998 | J Am eoll Cardi- ol1998，31，4： | 1 |
| 9 | Global observation of EKC hypothesis for CO2, SOx and NOx emission: A policy understanding for climate change mitigation in Bangladesh Original Research Article显示文摘 | DANESH MIAft MD FARHAD HOSSAIN MASUM MD MASAO KOIKE | 2010 | Energy Policy2010，38，46： | 1 |
| 10 | A System Architecture for Computer Intrusion Detection显示文摘 | Syed Masum Emran Nong Ye | 2001 | Information Knowledge Systems Management2001，，2： | 1 |
| 11 | Loess erosion in relation to land-use changes in Ganspoel catchment,central Belgium显示文摘 | Fu B J Gulinck H Masum M Z | 1994 | Land Degradation & Rehabilitation1994，5，4： | 1 |
| 12 | Environmental Kuznets Curve: the case of Bangladesh for waste emission mad suspended particulate matter显示文摘 | Miah M D Masum M F H Koike M | 2011 | The environmentalist2011，31，1： | 1 |
| 13 | Loess erosion in relation to land -use changes in Ganspoel catchement,central Belgium显示文摘 | FU B J GULINCK H MASUM M Z | 1994 | Land Degradation and Rehabilitation1994，5，4： | 1 |
| 14 | Loess erosion in relation to land - use changes in the Ganspoel catchment, central Belgium 显示文摘 | Fu B J Gulinck H Masum M Z | 1994 | Land Degradation &Rehabitation1994，5，： | 1 |
| 15 | Loess erosion in relation to land-use changes in the Ganspoel catchment, central Belgium显示文摘 | Fu B J Gulinck H Masum M Z | 1994 | Land Degradation & Rehabitation1994，5，： | 1 |
| 16 | Loess erosion in relation to landuse changes in the ganspoel catchment,Central Belgium 显示文摘 | Fu B Gulinck H Masum M Z | 1994 | Land Degradation and Rehabilitation1994，5，4： | 1 |
| 17 | Prevalence of seed-borne fungi in sorghum of different locations of Bangladesh显示文摘 | Islam S M M Masum M M I Fakir M G A | 2009 | Scientific Research and Essay2009，4，3： | 1 |
| 18 | Global observation of EKC hypothesis for CO 2 , SO x and NO x emission: A policy understanding for climate change mitigation in Bangladesh显示文摘 | Md. Danesh Miah Md. Farhad Hossain Masum Masao Koike | 2010 | Energy Policy2010，，8： | 1 |
| 19 | Design of an automated secure garage sys- tem using license plate recognition technique显示文摘 | Afaz Uddin Ahmed Taufiq Mahmud Masum Mohammad Mahbubur Rahman | 2014 | International Journal of Intelligent Systems and Applications2014，6，2： | 1 |
| 20 | Molecular characterization of the family of the N-methyl-d-aspartate receptor subunits显示文摘 | IshiiT MoriyoshiK SugiharaH SakuradaK KadotaniH YokoiM AkazawaC ShigemotoR MizunoN MasuM NakanishiS | | 0，，： | 1 |
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