author Chanho Hwang 
2nd author  
presenter Chanho Hwang 
info  
year 2016 
category IC 
start / end date 2016.10.13 
city / nation 2016.10.14 
학회 SISE 
keywords Inventory management, Deep learning, Support Vector Machine, 3D-camera, ingeger program 
abstract Inventory management has been treated as an important subject in the manufacturing industry. There are many kinds of technologies and research using barcode and RFID(Radio Frequency identification) technology. But, most inventory warehouses check their real inventory once or twice a year in order to find calculate differences from the online inventory. To reduce this kind of effort and cost, we need a new system using other technology.
Because of this reason, this research will suggest a new inventory management system using Deep Learning, the Support Vector Machine, and 3D-Camera technology. Research consists of three main parts. First, the 3D-Camera acquires the color of the inventory color and picture of the depth. Second, it finds the inventory type using Deep-Learning and Support Vector Machine technology. Third, the system counts the inventory quantity using depth data. This research includes some constraint conditions and assumptions. But it can be useful in real-life industry. By completing this process, we will be able to make sure that the real inventory amount and the inventory amount online correspond at all times. 

학회발표

번호 category 학회 제목 author presenter year
15 IC  AsiaSim  Vendor Managed Inventory and its value in the various supply chain Sungwon Jung    2004 
14 IC  AsiaSim  Reorder decision system based on the concept of the order risk using neural networks Sungwon Jung    2004 
13 IC  SeoulSim  Design for a Hybrid System of Integration Kanban with MRPII Taeyoung Song    2001 
12 IC  ICMA  Machine-Understandable e-Business Modeling with Ontology Tai-Woo Chang    2002 
11 IC  Asian eBiz  A Systematic Approach for Ontology-based e-Business Modeling Tai-Woo Chang    2002 
10 IC  IBERC  An Ontology-Based Framework for e-Business Integration file Tai-Woo Chang    2003 
9 IC  CIE  Information Strategy Planning for the Korean Postal Address Database file Tai-Woo Chang    2004 
8 IC  GECCO  A Study on the Resource Allocation Planning for Automated Container Terminals Yangja Jang    2001 
7 IC  EURO  Multiperiod Hybrid Manufacturing/Remanufacturing Planning Under the Internet-of-Things Scenario file Young-woo Kim  Young-woo Kim  2015 
6 IC  SISE  Impact of Information Visibility of Quality and Physical Flow on the Closed-loop Supply Chain file Young-woo Kim  Young-woo Kim  2016 
5 IC  IFORS  A Closed-loop Supply Chain Coordination Model Considering the Effect of Regulation Alternatives Youngwoo Kim    2011 
4 IC  APMS  Designing an Integrated Data System for Remanufacturing with RFID Technology Youngwoo Kim    2012 
3 IC  APMS  A Lifecycle Data Management System Based on RFID Technology of EPCC1G2 Youngwoo Kim    2014 
2 IC  Asian eBiz  Applying Negotiation Patterns in Supply Chain Planning based on Self-integrating Environment file Yuncheol Kang    2005 
1 IC  APMS  A study on Active Information Sharing for Organizing Effective Collaborative Manufacturing Yuncheol Kang    2008