| dc.contributor.author | Erden, Fatih | |
| dc.contributor.author | Cetin, A. Enis | |
| dc.date.accessioned | 2019-12-13T07:41:15Z | |
| dc.date.available | 2019-12-13T07:41:15Z | |
| dc.date.issued | 2014 | |
| dc.identifier.issn | 0098-3063 | |
| dc.identifier.uri | https://doi.org/10.1109/TCE.2014.7027342 | |
| dc.identifier.uri | http://hdl.handle.net/11655/18799 | |
| dc.description.abstract | In this paper, a multimodal hand gesture detection and recognition system using differential Pyroelectric Infrared (PIR) sensors and a regular camera is described. Any movement within the viewing range of the differential PIR sensors are first detected by the sensors and then checked if it is due to a hand gesture or not by video analysis. If the movement is due to a hand, one-dimensional continuous-time signals extracted from the PIR sensors are used to classify/recognize the hand movements in real-time. Classification of different hand gestures by using the differential PIR sensors is carried out by a new winner-take-all (WTA) hash based recognition method. Jaccard distance is used to compare the WTA hash codes extracted from 1-D differential infrared sensor signals. It is experimentally shown that the multimodal system achieves higher recognition rates than the system based on only the on/off decisions of the analog circuitry of the PIR sensors(1). | |
| dc.language.iso | en | |
| dc.publisher | Ieee-Inst Electrical Electronics Engineers Inc | |
| dc.relation.isversionof | 10.1109/TCE.2014.7027342 | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Engineering | |
| dc.subject | Telecommunications | |
| dc.title | Hand Gesture Based Remote Control System Using Infrared Sensors And A Camera | |
| dc.type | info:eu-repo/semantics/article | |
| dc.type | info:eu-repo/semantics/publishedVersion | |
| dc.relation.journal | Ieee Transactions On Consumer Electronics | |
| dc.contributor.department | Elektrik Elektronik Mühendisliği | |
| dc.identifier.volume | 60 | |
| dc.identifier.issue | 4 | |
| dc.identifier.startpage | 675 | |
| dc.identifier.endpage | 680 | |
| dc.description.index | WoS | |
