用于确定由经纬度坐标集合所组成的最小边界矩形的算法

15

是否有一种算法可以确定一组纬度/经度坐标周围的最小边界矩形?

假设地球是平的,因为这些坐标不会相距太远。伪代码可以使用,但如果有人用Objective-C完成了这个功能,那就更好了。我要做的是根据将在地图上显示的点数设置地图的缩放级别。

8个回答

10
这是我在其中一个应用程序中使用的方法。
- (void)centerMapAroundAnnotations
{
    // if we have no annotations we can skip all of this
    if ( [[myMapView annotations] count] == 0 )
        return;

    // then run through each annotation in the list to find the
    // minimum and maximum latitude and longitude values
    CLLocationCoordinate2D min;
    CLLocationCoordinate2D max; 
    BOOL minMaxInitialized = NO;
    NSUInteger numberOfValidAnnotations = 0;

    for ( id<MKAnnotation> a in [myMapView annotations] )
    {
        // only use annotations that are of our own custom type
        // in the event that the user is browsing from a location far away
        // you can omit this if you want the user's location to be included in the region 
        if ( [a isKindOfClass: [ECAnnotation class]] )
        {
            // if we haven't grabbed the first good value, do so now
            if ( !minMaxInitialized )
            {
                min = a.coordinate;
                max = a.coordinate;
                minMaxInitialized = YES;
            }
            else // otherwise compare with the current value
            {
                min.latitude = MIN( min.latitude, a.coordinate.latitude );
                min.longitude = MIN( min.longitude, a.coordinate.longitude );

                max.latitude = MAX( max.latitude, a.coordinate.latitude );
                max.longitude = MAX( max.longitude, a.coordinate.longitude );
            }
            ++numberOfValidAnnotations;
        }
    }

    // If we don't have any valid annotations we can leave now,
    // this will happen in the event that there is only the user location
    if ( numberOfValidAnnotations == 0 )
        return;

    // Now that we have a min and max lat/lon create locations for the
    // three points in a right triangle
    CLLocation* locSouthWest = [[CLLocation alloc] 
                                initWithLatitude: min.latitude 
                                longitude: min.longitude];
    CLLocation* locSouthEast = [[CLLocation alloc] 
                                initWithLatitude: min.latitude 
                                longitude: max.longitude];
    CLLocation* locNorthEast = [[CLLocation alloc] 
                                initWithLatitude: max.latitude 
                                longitude: max.longitude];

    // Create a region centered at the midpoint of our hypotenuse
    CLLocationCoordinate2D regionCenter;
    regionCenter.latitude = (min.latitude + max.latitude) / 2.0;
    regionCenter.longitude = (min.longitude + max.longitude) / 2.0;

    // Use the locations that we just created to calculate the distance
    // between each of the points in meters.
    CLLocationDistance latMeters = [locSouthEast getDistanceFrom: locNorthEast];
    CLLocationDistance lonMeters = [locSouthEast getDistanceFrom: locSouthWest];

    MKCoordinateRegion region;
    region = MKCoordinateRegionMakeWithDistance( regionCenter, latMeters, lonMeters );

    MKCoordinateRegion fitRegion = [myMapView regionThatFits: region];
    [myMapView setRegion: fitRegion animated: YES];

    // Clean up
    [locSouthWest release];
    [locSouthEast release];
    [locNorthEast release];
}

1
刚刚收到Butch Anton的消息 - getDistanceFrom:已在iPhone OS 3.2中被弃用。你的代码现在应该使用distanceFromLocation:代替。 - jessecurry

9

这将找到您左上角点的最小纬度/经度和您右下角点的最大纬度/经度。

double minLat = 900;
double minLon = 900;
double maxLat = -900;
double maxLon = -900;
foreach(Point point in latloncollection )
{
    minLat = Math.min( minLat, point.lat );
    minLon = Math.min( minLon, point.lon );
    maxLat = Math.max( maxLat, point.lat );
    maxLon = Math.max( maxLon, point.lon );
}

2
即使我们确定lat和lon的绝对值不会超过900,我认为最好将min和max值初始化为列表中的第一个点,然后从列表中的第二个项目开始尝试找到更好的值。 - mbritto
这无法处理跨越日期线的示例:即从-178到175的Lon范围。 - Tim Makins

5

由于OP希望使用边界矩形在地图上设置,所以算法需要考虑到纬度和经度是在一个球面坐标系统中,而地图使用的是二维坐标系统。目前为止发布的解决方案都没有考虑到这一点,因此会得出错误的边界矩形,但幸运的是,可以很容易地通过使用从WWDC 2013“MapKit中的新功能”会话视频中找到的MKMapPointForCoordinate方法来创建有效的解决方案。

MKMapRect MapRectBoundingMapPoints(MKMapPoint points[], NSInteger pointCount){
    double minX = INFINITY, maxX = -INFINITY, minY = INFINITY, maxY = -INFINITY;
    NSInteger i;
    for(i = -; i< pointCount; i++){
        MKMapPoint p = points[i];
        minX = MIN(p.x,minX);
        minY = MIN(p.y,minY);
        maxX = MAX(p.x,maxX);
        maxY = MAX(p.y,maxY);
    }
    return MKMapRectMake(minX,minY,maxX - minX,maxY-minY);
}


CLLocationCoordinate2D london = CLLocationCoordinate2DMake(51.500756,-0.124661);
CLLocationCoordinate2D paris = CLLocationCoordinate2DMake(48.855228,2.34523);
MKMapPoint points[] = {MKMapPointForCoordinate(london),MKMapPointForCoordinate(paris)};
MKMapRect rect = MapRectBoundingMapPoints(points,2);
rect = MKMapRectInset(rect,
    -rect.size.width * 0.05,
    -rect.size.height * 0.05);
MKCoordinateRegion coordinateRegion = MKCoordinateRegionForMapRect(rect);

如果你愿意,你可以轻松更改方法使其适用于注释的NSArray。例如,以下是我在应用程序中使用的方法:

- (MKCoordinateRegion)regionForAnnotations:(NSArray*)anns{
    MKCoordinateRegion r;
    if ([anns count] == 0){
        return r;
    }

    double minX = INFINITY, maxX = -INFINITY, minY = INFINITY, maxY = -INFINITY;
    for(id<MKAnnotation> a in anns){
        MKMapPoint p = MKMapPointForCoordinate(a.coordinate);
        minX = MIN(p.x,minX);
        minY = MIN(p.y,minY);
        maxX = MAX(p.x,maxX);
        maxY = MAX(p.y,maxY);
    }
    MKMapRect rect = MKMapRectMake(minX,minY,maxX - minX,maxY-minY);
    rect = MKMapRectInset(rect,
                          -rect.size.width * 0.05,
                          -rect.size.height * 0.05);
    return MKCoordinateRegionForMapRect(rect);
}

1
public BoundingRectangle calculateBoundingRectangle()
    {
        Coordinate bndRectTopLeft = new Coordinate();
        Coordinate bndRectBtRight = new Coordinate();

        // Initialize bounding rectangle with first point
        Coordinate firstPoint = getVertices().get(0);
        bndRectTopLeft.setLongitude(firstPoint.getLongitude());
        bndRectTopLeft.setLatitude(firstPoint.getLatitude());
        bndRectBtRight.setLongitude(firstPoint.getLongitude());
        bndRectBtRight.setLatitude(firstPoint.getLatitude());

        double tempLong;
        double tempLat;
        // Iterate through all the points
        for (int i = 0; i < getVertices().size(); i++)
        {
            Coordinate curNode = getVertices().get(i);

            tempLong = curNode.getLongitude();
            tempLat = curNode.getLatitude();
            if (bndRectTopLeft.getLongitude() > tempLong) bndRectTopLeft.setLongitude(tempLong);
            if (bndRectTopLeft.getLatitude() < tempLat) bndRectTopLeft.setLatitude(tempLat);
            if (bndRectBtRight.getLongitude() < tempLong) bndRectBtRight.setLongitude(tempLong);
            if (bndRectBtRight.getLatitude() > tempLat) bndRectBtRight.setLatitude(tempLat);

        }

        bndRectTopLeft.setLatitude(bndRectTopLeft.getLatitude());
        bndRectBtRight.setLatitude(bndRectBtRight.getLatitude());

        // Throw an error if boundaries contains poles
        if ((Math.toRadians(topLeft.getLatitude()) >= (Math.PI / 2)) || (Math.toRadians(bottomRight.getLatitude()) <= -(Math.PI / 2)))
        {
            // Error
            throw new Exception("boundaries contains poles");
        }
        // Now calculate bounding x coordinates
        // Calculate it along latitude circle for the latitude closure to the
        // pole
        // (either north or south). For the other end the loitering distance
        // will be slightly higher
        double tempLat1 = bndRectTopLeft.getLatitude();
        if (bndRectBtRight.getLatitude() < 0)
        {
            if (tempLat1 < (-bndRectBtRight.getLatitude()))
            {
                tempLat1 = (-bndRectBtRight.getLatitude());
            }
        }

        bndRectTopLeft.setLongitude(bndRectTopLeft.getLongitude());
        bndRectBtRight.setLongitude(bndRectBtRight.getLongitude());
        // What if international date line is coming in between ?
        // It will not affect any calculation but the range for x coordinate for the bounding rectangle will be -2.PI to +2.PI
        // But the bounding rectangle should not cross itself
        if ((Math.toRadians(bottomRight.getLongitude()) - Math.toRadians(topLeft.getLongitude())) >= (2 * Math.PI))
        {
            // Throw some error
            throw new Exception("Bounding Rectangle crossing itself");
        }

        return new BoundingRectangle(bndRectTopLeft, bndRectBtRight);
    }

如果跨越极点,这将处理异常...


这段代码没有处理区域跨越极点的异常,正如你所说的那样。实际上,在这种情况下它会抛出一个异常。 - Firzen

1

@malhal所写的是正确的,这里所有的答案都是错误的,这里有一个例子:

取经度为-178、-175、+175、+178。根据其他答案,围绕它们的最小边界框将是:-178(西):+178(东),这是整个世界。这不是真的,因为地球是圆的,如果你从后面看它,你会有一个更小的边界框:+175(西):-175(东)。

这个问题会发生在接近-180 / +180的经度上。我的大脑试图思考纬度,但如果它们有问题,那就是在极地周围,例如谷歌地图不会“环绕”,所以在那里没有关系(因为是极点)。

这是一个解决方案的示例(CoffeeScript):

# This is the object that keeps the mins/maxes
corners =
  latitude:
    south: undefined
    north: undefined
  longitude:
    normal:
      west: undefined
      east: undefined
    # This keeps the min/max longitude after adding +360 to negative ones
    reverse:
      west: undefined
      east: undefined

points.forEach (point) ->
  latitude  = point.latitude
  longitude = point.longitude
  # Setting latitude corners
  corners.latitude.south = latitude if not corners.latitude.south? or latitude < corners.latitude.south
  corners.latitude.north = latitude if not corners.latitude.north? or latitude > corners.latitude.north
  # Setting normal longitude corners
  corners.longitude.normal.west = longitude if not corners.longitude.normal.west? or longitude < corners.longitude.normal.west
  corners.longitude.normal.east = longitude if not corners.longitude.normal.east? or longitude > corners.longitude.normal.east
  # Setting reverse longitude corners (when looking from the other side)
  longitude = if longitude < 0 then longitude + 360 else longitude
  corners.longitude.reverse.west = longitude if not corners.longitude.reverse.west? or longitude < corners.longitude.reverse.west
  corners.longitude.reverse.east = longitude if not corners.longitude.reverse.east? or longitude > corners.longitude.reverse.east

# Choosing the closest corners
# Extreme examples:
#   Same:           -174 - -178 = +186 - +182 (both eastgtive)
#   Better normal:    +2 -   -4 <  176 -   +2 (around the front)
#   Better reverse: +182 - +178 < +178 - -178 (around the back)
if corners.longitude.normal.east - corners.longitude.normal.west < corners.longitude.reverse.east - corners.longitude.reverse.west
  corners.longitude = corners.longitude.normal
else
  corners.longitude = corners.longitude.reverse
  corners.longitude.west = corners.longitude.west - 360 if corners.longitude.west > 180
  corners.longitude.east = corners.longitude.east - 360 if corners.longitude.east > 180

# Now:
#   SW corner at: corners.latitude.south / corners.longitude.west
#   NE corner at: corners.latitude.north / corners.longitude.east

0
如果你正在使用Objective-C,那么你可能可以使用Objective-C++代替它,这样你就可以使用STL来帮助你完成大部分的重活了:
#include <vector>
#include <algorithm>

std::vector<float> latitude_set;
std::vector<float> longitude_set;

latitude_set.push_back(latitude_a);
latitude_set.push_back(latitude_b);
latitude_set.push_back(latitude_c);
latitude_set.push_back(latitude_d);
latitude_set.push_back(latitude_e);

longitude_set.push_back(longitude_a);
longitude_set.push_back(longitude_b);
longitude_set.push_back(longitude_c);
longitude_set.push_back(longitude_d);
longitude_set.push_back(longitude_e);

float min_latitude = *std::min_element(latitude_set.begin(), latitude_set.end());
float max_latitude = *std::max_element(latitude_set.begin(), latitude_set.end());

float min_longitude = *std::min_element(longitude_set.begin(), longitude_set.end());
float max_longitude = *std::max_element(longitude_set.begin(), longitude_set.end());

普通的C++也有库。此外,静态编码是个好主意吗? - Foredecker
这是符合标准的C++代码。纬度和经度向量的静态填充仅用于示例...您可以按任何喜欢的方式向向量添加项目。 - fbrereto
我不确定我是否看到了更简单的ObjC代码更轻量级的一面... 无论如何,你都在考虑所有的点值。 - Kendall Helmstetter Gelner

0

你所需要做的就是获取最左、最上、最右和最下的值。通过排序可以很容易地实现这一点,只要集合不太大,它就不会太昂贵。

如果你给你的纬度/经度类方法命名为compareLatitude:compareLongitude:,那么它将更加容易。

CGFloat north, west, east, south;  
[latLongCollection sortUsingSelector:@selector(compareLongitude:)];  
west = [[latLongCollection objectAtIndex:0] longitude];  
east = [[latLongCollection lastObject] longitude];  
[latLongCollection sortUsingSelector:@selector(compareLatitude:)];  
south = [[latLongCollection objectAtIndex:0] latitude];  
north = [[latLongCollection lastObject] latitude];

假设你的坐标集合是NSMutableArray,那么类似这样的东西应该可以工作。


我的数组是MKAnnotation对象的NSMutableArray。我需要考虑实现那些选择器方法来进行比较的最佳方式。这与手动遍历列表并没有太大区别,但这更加“优雅”。 - Matthew Belk

0

针对您想要做的事情,您可以找到纬度和经度的最小值和最大值,并将其用作矩形的边界。如果需要更复杂的解决方案,请参见:

计算多边形的最小面积矩形


网页内容由stack overflow 提供, 点击上面的
可以查看英文原文,
原文链接