public Rectangle[] FindPunctuation(Rectangle[] boxes)
{
Rectangle[] points = boxes.Where(box => box.Diameter().InRange(minPunctuationSize, maxCharSize-1)).ToArray();
Rectangle[] chars = FindChars(boxes);
var groupBy = chars.Group();
return
points
// .Where(p => !chars.IntersectsWith(p))
// .Where(p => chars.Any(ch => ch.MaxCoordDistanceTo(p) < ch.Diameter())) // significantly slow down. need optimization (for example with KD-Tree)
.Where(p => groupBy.ContainsKey(p.Sector()) && !groupBy.IntersectsWith(p))
.ToArray();
}
// Assumes no rectangles are overlapping beyond their edges
public static bool IsSurroundedBy(this Point point, Rectangle[] usedSpace)
{
// Cannot surround a point with only one edge
if (usedSpace.Length < 2) return false;
var rectsSharingCorner = usedSpace.Where(r => r.GetCorners().Contains(point)).ToArray();
var rectsSharingEdge = usedSpace.Where(r => r.SharesEdge(point))
.Where(r => !rectsSharingCorner.Contains(r))
.ToArray();
// Four rects sharing a corner = surrounded
if (rectsSharingCorner.Length == 4) return true;
// Two rects sharing a corner = one rect needs to share an edge to be surrounded
if (rectsSharingCorner.Length == 2 && rectsSharingEdge.Length == 1) return true;
// No rects sharing a corner = two rects needs to share an edge to be surrounded
if (rectsSharingCorner.Length == 0 && rectsSharingEdge.Length == 2) return true;
//// One or three rects sharing a corner = at least one diagonal exposed
//if (rectsSharingCorner.Length == 3) return false;
//if (rectsSharingCorner.Length == 1) return false;
return false;
}
/// <summary>
/// This method tries to order the blobs in rows.
/// </summary>
private Dictionary<int, List<Rectangle>> ReorderBlobs(Rectangle[] blobs)
{
Dictionary<int, List<Rectangle>> result = new Dictionary<int, List<Rectangle>>();
if (blobs.Length < 1)
return result;
// Merge intersecting blobs (we filter some very small blobs first).
List<Rectangle> mergedBlobs =
MergeIntersectingBlobs(blobs.Where(r => r.Width * r.Height >= txtPreMergeFilter.Value).ToArray());
// Filter for blobs that are larger than 50 "sq pixels" and order by Y.
mergedBlobs =
new List<Rectangle>(
mergedBlobs.Where(r => r.Height * r.Width >= txtPostMergeFilter.Value).OrderBy(r => r.Y));
// Add the first row and blob.
int currRowInd = 0;
result.Add(currRowInd, new List<Rectangle>());
result[currRowInd].Add(mergedBlobs[0]);
// Now we loop thru all the blobs and try to guess where a new line begins.
for (int i = 1; i < mergedBlobs.Count; i++)
{
// Since the blobs are ordered by Y, we consider a NEW line if the current blob's Y
// is BELOW the previous blob lower quarter.
// The assumption is that blobs on the same row will have more-or-less same Y, so if
// the Y is below the previous blob lower quarter it's probably a new line.
if (mergedBlobs[i].Y > mergedBlobs[i - 1].Y + 0.75 * mergedBlobs[i - 1].Height)
{
// Add a new row to the dictionary
++currRowInd;
result.Add(currRowInd, new List<Rectangle>());
}
// Add blob to the current row.
result[currRowInd].Add(mergedBlobs[i]);
}
return result;
}
public Rectangle[] FindChars(Rectangle[] boxes)
{
return boxes.Where(box => box.Diameter().InRange(minCharSize, maxCharSize)).ToArray();
}
/// <summary>
/// This method looks for blobs that intersect and join them into one blob.
/// </summary>
private List<Rectangle> MergeIntersectingBlobs(Rectangle[] blobs)
{
// Loop thru all blobs.
int i = 0;
while (i < blobs.Length)
{
// Ignore empty blobs.
if (blobs[i].IsEmpty)
{
++i;
continue;
}
// When we check for intersection we want to inflate the current blob, this is
// for special cases where there are very close blobs that do not intersect and we DO want
// them to intersect, for example the letters "i" or j" where the dot above the letter is a
// different not intersecting blob, so by inflating the current blon we would hopefully
// make them intersect.
Rectangle tmp = blobs[i];
tmp.Inflate((int)txtWidthMergeSense.Value, (int)txtHeightMergeSense.Value);
// Go check the following blobs (it is order by X) and see if they are intersecting with
// the current i'th blob.
bool merged = false;
for (int j = i + 1; j < blobs.Length; ++j)
{
// Ignore empty blobs.
if (blobs[j].IsEmpty)
{
continue;
}
// If the j'th blob X is beyond the i'th blob area it means there are no more
// potential blobs that will intersect with the i'th blob, hence we can stop (because blobs are sorted on X).
if (blobs[j].X > tmp.X + tmp.Width)
break;
// Check if there is intersection.
if (tmp.IntersectsWith(blobs[j]))
{
// Replace the i'th blob with the union with j
// (Note we are using the i'th blob and not the inflated blob (tmp)).
blobs[i] = Rectangle.Union(blobs[i], blobs[j]);
// Set j'th blob to be empty so we will ignore it from now on.
blobs[j] = new Rectangle();
// Stop the current loop.
merged = true;
break;
}
}
// If we had a merge we don't move to the next Blob as the newly created
// joined blob has to be checked for another newly potential intersections.
if (!merged)
++i;
}
// Create the result list with only non-empty rectangles.
List<Rectangle> result = new List<Rectangle>(blobs.Where(r => !r.IsEmpty));
return result;
}