… Pixel-based approaches deal with the classification of individual … As such, pixel-based
classification is quite useful. However, when compared to object-based approaches, OBIA …

… analysis and detection of archaeological objects. In the past … image analysis in comparison
to pixel-based classification - … of data’, recent automatic/semi-automated algorithms for image …

… generator-pixels called seeds and groups adjacent pixels in … as a statistical guide to compare
the different objects and to … methods for automated and semi-automated image analysis. …

… to evaluate using systematic pedestrian tactics. The most recent … remote sensing data: pixel-
and object-based approaches. … (USGS) land-use maps 2 and roadway shapefiles produced …

… by linking visible differences to known areas of historic/archaeological human … Pixel
versus object — A comparison of strategies for the semi-automated mapping of archaeological …

… In developing semi-automated methods, the NCC research … as archaeological learning
sets may be small in comparison … Firstly, for the pixel size of the input DTM, 0.25 m pixel size …

… evidence through a comparison of pixel-based and object-… different approaches to semi-automated
features extraction … fields of archaeology and image-analysis: pixel-based and object-…

… terrain models like the Difference Map. Further limitations … Westphalian archaeologists are
limited regarding funds to … every pixel into a single object and then iterates over the objects, …

… in rates of coverage compared to what has been achieved to date (Figure 1). … Pixel
versus object – a comparison of strategies for the semi-automated mapping of archaeological …

… pixels. Yet, the maximum input size of Faster R-CNN is 600 … size of the LiDAR images, as
compared to images in general … automated method—in these strategies can vary based on the …