Search Results - subject:"Image classification"

Customs classification for cross-border e-commerce based on text-image adaptive convolutional neural network

Li, Guo; Li, Na - In: Electronic commerce research 19 (2019) 4, pp. 779-800

Persistent link: https://www.econbiz.de/10012126598

Remote Sensing Image Classification Based on Decision Tree in the Karst Rocky Desertification Areas: A Case Study of Kaizuo Township

Ma, Shuyong; Zhu, Xinglei; An, Yulun - In: Asian Agricultural Research 06 (2014) 07

is a new technology for remote sensing image classification. In this study, we select the rocky desertification areas …

Persistent link: https://www.econbiz.de/10011168160

Fall Behavior Recognition Based on Deep Learning and Image Processing

Xu, He; Shen, Leixian; Zhang, Qingyun; Cao, Guoxu - In: International Journal of Mobile Computing and … 9 (2018) 4, pp. 1-15

Accidental fall detection for the elderly who live alone can minimize the risk of death and injuries. In this article, we present a new fall detection method based on "deep learning and image, where a human body recognition model-DeeperCut is used. First, a camera is used to get the detection...

Persistent link: https://www.econbiz.de/10012046495

Center Symmetric Local Descriptors for Image Classification

Narayanan, Vaasudev; Parsi, Bhargav - In: International Journal of Natural Computing Research (IJNCR) 7 (2018) 4, pp. 56-70

Local feature description forms an integral part of texture classification, image recognition, and face recognition. In this paper, the authors propose Center Symmetric Local Ternary Mapped Patterns (CS-LTMP) and eXtended Center Symmetric Local Ternary Mapped Patterns (XCS-LTMP) for local...

Persistent link: https://www.econbiz.de/10012046739

An Image Classification Algorithm and its Parallel Implementation Based on ANL-RBM

Song, Haifeng; Chen, Guangsheng; Yang, Weiwei - In: Journal of Information Technology Research (JITR) 11 (2018) 3, pp. 29-46

This article describes how when using Restricted Boltzmann Machine (RBM) algorithm to design the image classification … increases the complexity for the RBM design. In order to solve the problem, this article proposes an image classification … experimental results showed that the image classification algorithm based on an ANL-RBM has a higher execution efficiency, better …

Persistent link: https://www.econbiz.de/10012049168

Extracting brand information from social networks : integrating image, text, and social tagging data

Klostermann, Jan; Plumeyer, Anja Maria; Böger, Daniel; … - In: International journal of research in marketing : IJRM ; … 35 (2018) 4, pp. 538-556

Persistent link: https://www.econbiz.de/10011956586

Classification of image pixels based on minimum distance and hypothesis testing

Ghimire, Santosh; Wang, Haiyan - In: Computational Statistics & Data Analysis 56 (2012) 7, pp. 2273-2287

In this article, we introduce a new method of image pixel classification. Our method is a nonparametric classification method which uses combined evidence from the multiple hypothesis testings and minimum distance to carry out the classification. Our work is motivated by the test-based...

Persistent link: https://www.econbiz.de/10010574454

Image data analysis and classification in marketing

Baier, Daniel; Daniel, Ines; Frost, Sarah; Naundorf, Robert - In: Advances in Data Analysis and Classification 6 (2012) 4, pp. 253-276

Nowadays, the diffusion of smartphones, tablet computers, and other multipurpose equipment with high-speed Internet access makes new data types available for data analysis and classification in marketing. So, e.g., it is now possible to collect images/snaps, music, or videos instead of ratings....

Persistent link: https://www.econbiz.de/10010600727

Methods for Nuclei Detection, Segmentation, and Classification in Digital Histopathology: A Review - Current Status and Future Potential

Irshad, H.; Veillard, A.; Roux, L.; Racoceanu, D. - Institute for Quantitative Social Science, Harvard …

Digital pathology represents one of the major evolutions in modern medicine. Pathological examinations constitute the gold standard in many medical protocols, and also play a critical and legal role in the diagnosis process. In the conventional cancer diagnosis, pathologists analyze biopsies to...

Persistent link: https://www.econbiz.de/10011098206