Junior José Marcato's research while affiliated with Universidade Federal de Mato Grosso do Sul and other places

Publications (2)

Article
Full-text available
The high-precision generation of 3D building models is a controversial research topic in the field of smart cities. However, due to the limitations of single-source data, existing methods cannot simultaneously balance the local accuracy, overall integrity, and data scale of the building model. In this paper, we propose a novel 3D building model gen...
Article
Full-text available
Pantanal is the largest continuous wetland in the world, but its biodiversity is currently endangered by catastrophic wildfires that occurred in the last three years. The information available for the area only refers to the location and the extent of the burned areas based on medium and low-spatial resolution imagery, ranging from 30 m up to 1 km....

Citations

... Слика 2: 3Д (меш) модел цркве добијен фотограметријском методом Фотограметрија коришћењем косих снимака пружа прикладно решење које истовремено може фиксирати координате и текстурне информације о крововима зграда и фасадама у условима ограничене видљивости. Зато су 3Д мреже постале најчешћи начин за представљање реалистичних географских сцена [4]. ...
... While lacking a reference dataset for precise accuracy assessment, these results are in close agreement with the estimation provided by the Forest Protection Department of Lam Dong province, which reported an area of about 13 ha [20], thus suggesting that the methodology used in this study is reliable and accurate, and can be useful to map burned area in near real-time. In comparison with previous work focusing on burned area mapping using deep learning techniques trained on PlanetScope observations [25,26], or the fusion of PlanetScope with other optical satellite observations (i.e., Landsat-8 and Sentinel-2) [2,27], the proposed method is faster and less complicated. This method is suitable for local managers to rapidly generate burned area maps; therefore, it is very useful for emergency response of forest fires, particularly in rural areas. ...