MULTI-STAGE APPROACH TO TRAVEL-MODE SEGMENTATION AND CLASSIFICATION OF GPS TRACES
This paper presents a multi-stage approach toward the robust classification of travel-modes from GPS traces. Due to the fact that GPS traces are often composed of more than one travel-mode, they are segmented to find sub-traces characterized as an individual travel-mode. This is conducted by findi...
Main Authors: | L. Zhang, S. Dalyot, D. Eggert, M. Sester |
---|---|
Format: | Article |
Language: | English |
Published: |
Copernicus Publications
2012-08-01
|
Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
Online Access: | https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XXXVIII-4-W25/87/2011/isprsarchives-XXXVIII-4-W25-87-2011.pdf |
Similar Items
-
Using genetic programming on GPS trajectories for travel mode detection
by: Farnoosh Namdarpour, et al.
Published: (2022-01-01) -
Multi-Layer Visualization of Mobile Mapping Data
by: D. Eggert, et al.
Published: (2013-10-01) -
OCTREE-BASED SIMD STRATEGY FOR ICP REGISTRATION AND ALIGNMENT OF 3D POINT CLOUDS
by: D. Eggert, et al.
Published: (2012-07-01) -
A Method for Deriving Trip Destinations and Modes for GPS-based Travel Surveys
by: Wendy Bohte, et al.
Published: (2008-09-01) -
Towards the Crowdsourcing of Massive Smartphone Assisted-GPS Sensor Ground Observations for the Production of Digital Terrain Models
by: Ido Massad, et al.
Published: (2018-03-01)