A Review of Application of LiDAR and Geospatial Modeling for Detection of Buildings Using Artificial Intelligence Approaches
Table 1.
Summary of literature review.
| References | Method | Type(s) of Data(s) | Object | | Machine learning | knowledge-based | Expert Systems | Others | Aerial Images | Lidar | Other types of images | Buildings | Rivers | Others | | [40] | | * | | | * | | | * | | | | [38] | | | * | | | | * | * | | | | [62] | | * | | | * | | | * | | | | [51] | | * | * | | | | * | * | | | | [11] | * | | | | * | | | * | | | | [9] | * | | | | | * | | * | | | | [27] | | | | * | | | * | * | | | | [46] | | | | * | * | | | * | | | | [30] | * | | | | * | | | * | | | | [49] | | | | * | * | * | | * | | | | [39] | | | | * | | | * | * | | | | [37] | * | | | | | * | | * | | | | [53] | * | * | | | | * | * | * | | | | [60] | * | | | | | * | | | | * | | [1] | | * | | | * | | | * | | | | [42] | | | | * | | | * | | | * | | [52] | | | | * | | | * | * | | | | [50] | * | | | | | * | | | | * | | [47] | | | | * | | | * | * | | | | [13] | | | | * | | | * | * | | | | [57] | * | | | | * | | * | * | | | | [64] | | * | | | | | * | * | | | | [6] | * | | | | * | | | * | | | | [65] | * | | | | * | | * | * | | | | [24] | | * | | | | * | | | | * | | [22] | * | | | | * | | | * | | | | [58] | | * | | | | | * | * | | | | [63] | * | | | | | * | | | | * | | [4] | * | | | | | * | | * | | | | [8] | | | | * | | * | | | * | | | [41] | * | | | * | | * | | * | | | | | | | | | | | | | | |
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