Exploration and Traversable Area Marking for the VisualSLAM
نویسنده
چکیده
This paper deals with the exploration strategy for a robot during exploration and 3D map building in an unknown environment. The mapping algorithm detects the significant features, finds correspondences in both images, matches them together and computes their 3D coordinates. This way the robot incrementally creates a 3D map of its surroundings and it tries to explore as much area as possible. The first part of this paper describes the way of marking the traversable path in the map created so far. In the second part the goal point selection and the path planning to this goal point are described. As the map uses points and triangles to represent the shape of the surface, the traversable area marking and the path planning is also done in the map which is represented in the same way.
منابع مشابه
Indoor/ outdoor navigation system based on possibilistic traversable area segmentation for visually impaired people
Autonomous collision avoidance for visually impaired people requires a specific processing for an accurate definition of traversable area. Processing of a real time image sequence for traversable area segmentation is mandatory. Low cost systems suggest use of poor quality cameras. However, low cost camera suffers from great variability of traversable area appearance at indoor as well as outdoor...
متن کاملExploration of hidden Pb-Zn deposit through geomicrobiological studies at Irankuh area, Iran
Different methods have been developed for mineral exploration so far, amongst which biological-based methods known as geomicrobiological studies are of the most recent ones. Geomicrobiology as an interdisciplinary approach has achieved great progresses during the past two decades and involves the study of microbes in a number of fundamental geological processes, both in the past and present. Th...
متن کاملRandom forests algorithm in podiform chromite prospectivity mapping in Dolatabad area, SE Iran
The Dolatabad area located in SE Iran is a well-endowed terrain owning several chromite mineralized zones. These chromite ore bodies are all hosted in a colored mélange complex zone comprising harzburgite, dunite, and pyroxenite. These deposits are irregular in shape, and are distributed as small lenses along colored mélange zones. The area has a great potential for discovering further chromite...
متن کاملCRFA-CRBM: a hybrid technique for anomaly recognition in regional geochemical exploration; case study: Dehsalm area, east of Iran
Identification of geochemical anomalies is a significant step during regional geochemical exploration. In this matter, new techniques have been developed based on deep learning networks. These simple-structure-networks act like our brains on processing the data by simulating deep layers of thinking. In this paper, a hybrid compositional-deep learning technique was applied to identify the anomal...
متن کاملComparison of various knowledge-driven and logistic-based mineral prospectivity methods to generate Cu and Au exploration targets Case study: Feyz-Abad area (North of Lut block, NE Iran)
Motivated by the recent successful results of using GIS modeling in a variety of problems related to the geosciences, some knowledge-based methods were applied to a regional scale mapping of the mineral potential, special for Cu-Au mineralization in the Feyz-Abad area located in the NE of Iran. Mineral Prospectivity Mapping (MPM) is a multi-step process that ranks a promising target area for mo...
متن کامل