zoneminder/src/zm_zone.cpp

//
// ZoneMinder Zone Class Implementation, $Date$, $Revision$
// Copyright (C) 2001-2008 Philip Coombes
// 
// This program is free software; you can redistribute it and/or
// modify it under the terms of the GNU General Public License
// as published by the Free Software Foundation; either version 2
// of the License, or (at your option) any later version.
// 
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
// 
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
// 

#include "zm.h"
#include "zm_db.h"
#include "zm_zone.h"
#include "zm_image.h"
#include "zm_monitor.h"

void Zone::Setup( Monitor *p_monitor, int p_id, const char *p_label, ZoneType p_type, const Polygon &p_polygon, const Rgb p_alarm_rgb, CheckMethod p_check_method, int p_min_pixel_threshold, int p_max_pixel_threshold, int p_min_alarm_pixels, int p_max_alarm_pixels, const Coord &p_filter_box, int p_min_filter_pixels, int p_max_filter_pixels, int p_min_blob_pixels, int p_max_blob_pixels, int p_min_blobs, int p_max_blobs, int p_overload_frames )
{
	monitor = p_monitor;

	id = p_id;
	label = new char[strlen(p_label)+1];
	strcpy( label, p_label );
	type = p_type;
	polygon = p_polygon;
	alarm_rgb = p_alarm_rgb;
	check_method = p_check_method;
	min_pixel_threshold = p_min_pixel_threshold;
	max_pixel_threshold = p_max_pixel_threshold;
	min_alarm_pixels = p_min_alarm_pixels;
	max_alarm_pixels = p_max_alarm_pixels;
	filter_box = p_filter_box;
	min_filter_pixels = p_min_filter_pixels;
	max_filter_pixels = p_max_filter_pixels;
	min_blob_pixels = p_min_blob_pixels;
	max_blob_pixels = p_max_blob_pixels;
	min_blobs = p_min_blobs;
	max_blobs = p_max_blobs;
	overload_frames = p_overload_frames;

	Debug( 1, "Initialised zone %d/%s - %d - %dx%d - Rgb:%06x, CM:%d, MnAT:%d, MxAT:%d, MnAP:%d, MxAP:%d, FB:%dx%d, MnFP:%d, MxFP:%d, MnBS:%d, MxBS:%d, MnB:%d, MxB:%d, OF: %d", id, label, type, polygon.Width(), polygon.Height(), alarm_rgb, check_method, min_pixel_threshold, max_pixel_threshold, min_alarm_pixels, max_alarm_pixels, filter_box.X(), filter_box.Y(), min_filter_pixels, max_filter_pixels, min_blob_pixels, max_blob_pixels, min_blobs, max_blobs, overload_frames );

	alarmed = false;
	pixel_diff = 0;
	alarm_pixels = 0;
	alarm_filter_pixels = 0;
	alarm_blob_pixels = 0;
	alarm_blobs = 0;
	min_blob_size = 0;
	max_blob_size = 0;
	image = 0;
	score = 0;

	overload_count = 0;

	pg_image = new Image( monitor->Width(), monitor->Height(), 1, ZM_SUBPIX_ORDER_NONE);
	pg_image->Clear();
	pg_image->Fill( 0xff, polygon );
	pg_image->Outline( 0xff, polygon );

	ranges = new Range[monitor->Height()];
	for ( unsigned int y = 0; y < monitor->Height(); y++)
	{
		ranges[y].lo_x = -1;
		ranges[y].hi_x = 0;
		ranges[y].off_x = 0;
		const uint8_t *ppoly = pg_image->Buffer( 0, y );
		for ( unsigned int x = 0; x < monitor->Width(); x++, ppoly++ )
		{
			if ( *ppoly )
			{
				if ( ranges[y].lo_x == -1 )
				{
					ranges[y].lo_x = x;
				}
				if ( (unsigned int)ranges[y].hi_x < x )
				{
					ranges[y].hi_x = x;
				}
			}
		}
	}
	
	if ( config.record_diag_images )
	{
		static char diag_path[PATH_MAX] = "";
		if ( !diag_path[0] )
		{
			snprintf( diag_path, sizeof(diag_path), "%s/%s/diag-%d-poly.jpg", config.dir_events, monitor->Name(), id);
		}
		pg_image->WriteJpeg( diag_path );
	}
}

Zone::~Zone()
{
	delete[] label;
	delete image;
	delete pg_image;
	delete[] ranges;
}

void Zone::RecordStats( const Event *event )
{
   static char sql[ZM_SQL_MED_BUFSIZ];
	snprintf( sql, sizeof(sql), "insert into Stats set MonitorId=%d, ZoneId=%d, EventId=%d, FrameId=%d, PixelDiff=%d, AlarmPixels=%d, FilterPixels=%d, BlobPixels=%d, Blobs=%d, MinBlobSize=%d, MaxBlobSize=%d, MinX=%d, MinY=%d, MaxX=%d, MaxY=%d, Score=%d", monitor->Id(), id, event->Id(), event->Frames()+1, pixel_diff, alarm_pixels, alarm_filter_pixels, alarm_blob_pixels, alarm_blobs, min_blob_size, max_blob_size, alarm_box.LoX(), alarm_box.LoY(), alarm_box.HiX(), alarm_box.HiY(), score );
	if ( mysql_query( &dbconn, sql ) )
	{
		Error( "Can't insert event stats: %s", mysql_error( &dbconn ) );
		exit( mysql_errno( &dbconn ) );
	}
}


//=============================================================================
bool Zone::CheckOverloadCount()
{
    Info("Overloaded count: %d, Overloaded frames: %d", overload_count, overload_frames);
    if ( overload_count )
    {
            Info( "In overload mode, %d frames of %d remaining", overload_count, overload_frames );
            Debug( 4, "In overload mode, %d frames of %d remaining", overload_count, overload_frames );
            overload_count--;
            return( false );
    }
    return true;
}

void Zone::SetScore(unsigned int nScore)
{
    score = nScore;
}


void Zone::SetAlarmImage(const Image* srcImage)
{
    delete image;
    image = new Image(*srcImage);
}

int Zone::GetOverloadCount()
{
    return overload_count;
}

void Zone::SetOverloadCount(int nOverCount)
{
    overload_count = nOverCount;
}

int Zone::GetOverloadFrames()
{
    return overload_frames;
}
//===========================================================================



bool Zone::CheckAlarms( const Image *delta_image )
{
	ResetStats();

	if ( overload_count )
	{
		Info( "In overload mode, %d frames of %d remaining", overload_count, overload_frames );
		Debug( 4, "In overload mode, %d frames of %d remaining", overload_count, overload_frames );
		overload_count--;
		return( false );
	}

	delete image;
	// Get the difference image
	Image *diff_image = image = new Image( *delta_image );
	int diff_width = diff_image->Width();
	uint8_t* diff_buff = (uint8_t*)diff_image->Buffer();
	uint8_t* pdiff;
	const uint8_t* ppoly;

	unsigned int pixel_diff_count = 0;

	int alarm_lo_x = 0;
	int alarm_hi_x = 0;
	int alarm_lo_y = 0;
	int alarm_hi_y = 0;

	int alarm_mid_x = -1;
	int alarm_mid_y = -1;
	
	unsigned int lo_y = polygon.LoY();
	unsigned int lo_x = polygon.LoX();
	unsigned int hi_x = polygon.HiX();
	unsigned int hi_y = polygon.HiY();

	Debug( 4, "Checking alarms for zone %d/%s in lines %d -> %d", id, label, lo_y, hi_y );
	
	
	Debug( 5, "Checking for alarmed pixels" );
	/* if(config.cpu_extensions && sseversion >= 20) {
		sse2_alarmedpixels(diff_image, pg_image, &alarm_pixels, &pixel_diff_count);
	} else {
		std_alarmedpixels(diff_image, pg_image, &alarm_pixels, &pixel_diff_count);
	} */
	std_alarmedpixels(diff_image, pg_image, &alarm_pixels, &pixel_diff_count);
	
	if ( config.record_diag_images )
	{
		static char diag_path[PATH_MAX] = "";
		if ( !diag_path[0] )
		{
			snprintf( diag_path, sizeof(diag_path), "%s/%s/diag-%d-%d.jpg", config.dir_events, monitor->Name(), id, 1 );
		}
		diff_image->WriteJpeg( diag_path );
	}
	
	if ( pixel_diff_count && alarm_pixels )
		pixel_diff = pixel_diff_count/alarm_pixels;
	Debug( 5, "Got %d alarmed pixels, need %d -> %d, avg pixel diff %d", alarm_pixels, min_alarm_pixels, max_alarm_pixels, pixel_diff );

	if( alarm_pixels ) {
		if( min_alarm_pixels && (alarm_pixels < (unsigned int)min_alarm_pixels) ) {
			/* Not enough pixels alarmed */
			return (false);
		} else if( max_alarm_pixels && (alarm_pixels > (unsigned int)max_alarm_pixels) ) {
			/* Too many pixels alarmed */
			overload_count = overload_frames;
			return (false);
		}
	} else {
		/* No alarmed pixels */
		return (false);
	}
	
	score = (100*alarm_pixels)/polygon.Area();
	if(score < 1)
		score = 1; /* Fix for score of 0 when frame meets thresholds but alarmed area is not big enough */
	Debug( 5, "Current score is %d", score );
	
	if ( check_method >= FILTERED_PIXELS )
	{
		int bx = filter_box.X();
		int by = filter_box.Y();
		int bx1 = bx-1;
		int by1 = by-1;

		Debug( 5, "Checking for filtered pixels" );
		if ( bx > 1 || by > 1 )
		{
			// Now remove any pixels smaller than our filter size
			unsigned char *cpdiff;
			int ldx, hdx, ldy, hdy;
			bool block;
			for ( unsigned int y = lo_y; y <= hi_y; y++ )
			{
				int lo_x = ranges[y].lo_x;
				int hi_x = ranges[y].hi_x;

				pdiff = (uint8_t*)diff_image->Buffer( lo_x, y );

				for ( int x = lo_x; x <= hi_x; x++, pdiff++ )
				{
					if ( *pdiff == WHITE )
					{
						// Check participation in an X block
						ldx = (x>=(lo_x+bx1))?-bx1:lo_x-x;
						hdx = (x<=(hi_x-bx1))?0:((hi_x-x)-bx1);
						ldy = (y>=(lo_y+by1))?-by1:lo_y-y;
						hdy = (y<=(hi_y-by1))?0:((hi_y-y)-by1);
						block = false;
						for ( int dy = ldy; !block && dy <= hdy; dy++ )
						{
							for ( int dx = ldx; !block && dx <= hdx; dx++ )
							{
								block = true;
								for ( int dy2 = 0; block && dy2 < by; dy2++ )
								{
									for ( int dx2 = 0; block && dx2 < bx; dx2++ )
									{
										cpdiff = diff_buff + (((y+dy+dy2)*diff_width) + (x+dx+dx2));
										if ( !*cpdiff )
										{
											block = false;
										}
									}
								}
							}
						}
						if ( !block )
						{
							*pdiff = BLACK;
							continue;
						}
						alarm_filter_pixels++;
					}
				}
			}
		}
		else
		{
			alarm_filter_pixels = alarm_pixels;
		}
		
		if ( config.record_diag_images )
		{
			static char diag_path[PATH_MAX] = "";
			if ( !diag_path[0] )
			{
				snprintf( diag_path, sizeof(diag_path), "%s/%d/diag-%d-%d.jpg", config.dir_events, monitor->Id(), id, 2 );
			}
			diff_image->WriteJpeg( diag_path );
		}
		
		Debug( 5, "Got %d filtered pixels, need %d -> %d", alarm_filter_pixels, min_filter_pixels, max_filter_pixels );
		
		if( alarm_filter_pixels ) {
			if( min_filter_pixels && (alarm_filter_pixels < min_filter_pixels) ) {
				/* Not enough pixels alarmed */
				return (false);
			} else if( max_filter_pixels && (alarm_filter_pixels > max_filter_pixels) ) {
				/* Too many pixels alarmed */
				overload_count = overload_frames;
				return (false);
			}
		} else {
			/* No filtered pixels */
			return (false);
		}
		
		score = (100*alarm_filter_pixels)/(polygon.Area());
		if(score < 1)
			score = 1; /* Fix for score of 0 when frame meets thresholds but alarmed area is not big enough */
		Debug( 5, "Current score is %d", score );

		if ( check_method >= BLOBS )
		{
			Debug( 5, "Checking for blob pixels" );
			typedef struct { unsigned char tag; int count; int lo_x; int hi_x; int lo_y; int hi_y; } BlobStats;
			BlobStats blob_stats[256];
			memset( blob_stats, 0, sizeof(BlobStats)*256 );
			uint8_t *spdiff;
			uint8_t last_x, last_y;
			BlobStats *bsx, *bsy;
			BlobStats *bsm, *bss;
			for ( unsigned int y = lo_y; y <= hi_y; y++ )
			{
				int lo_x = ranges[y].lo_x;
				int hi_x = ranges[y].hi_x;

				pdiff = (uint8_t*)diff_image->Buffer( lo_x, y );
				for ( int x = lo_x; x <= hi_x; x++, pdiff++ )
				{
					if ( *pdiff == WHITE )
					{
						Debug( 9, "Got white pixel at %d,%d (%p)", x, y, pdiff );
						//last_x = (x>lo_x)?*(pdiff-1):0;
						//last_y = (y>lo_y&&x>=last_lo_x&&x<=last_hi_x)?*(pdiff-diff_width):0;
						
						last_x = 0;
						if(x > 0) {
							if((x-1) >= lo_x) {
								last_x = *(pdiff-1);
							}
						}
						
						last_y = 0;
						if(y > 0) {
							if((y-1) >= lo_y && ranges[(y-1)].lo_x <= x && ranges[(y-1)].hi_x >= x) {
								last_y = *(pdiff-diff_width);
							}
						}
						
						if ( last_x )
						{
							Debug( 9, "Left neighbour is %d", last_x );
							bsx = &blob_stats[last_x];
							if ( last_y )
							{
								Debug( 9, "Top neighbour is %d", last_y );
								bsy = &blob_stats[last_y];
								if ( last_x == last_y )
								{
									Debug( 9, "Matching neighbours, setting to %d", last_x );
									// Add to the blob from the x side (either side really)
									*pdiff = last_x;
									alarm_blob_pixels++;
									bsx->count++;
									if ( x > bsx->hi_x ) bsx->hi_x = x;
									if ( (int)y > bsx->hi_y ) bsx->hi_y = y;
								}
								else
								{
									// Aggregate blobs
									bsm = bsx->count>=bsy->count?bsx:bsy;
									bss = bsm==bsx?bsy:bsx;

									Debug( 9, "Different neighbours, setting pixels of %d to %d", bss->tag, bsm->tag );
									Debug( 9, "Master blob t:%d, c:%d, lx:%d, hx:%d, ly:%d, hy:%d", bsm->tag, bsm->count, bsm->lo_x, bsm->hi_x, bsm->lo_y, bsm->hi_y );
									Debug( 9, "Slave blob t:%d, c:%d, lx:%d, hx:%d, ly:%d, hy:%d", bss->tag, bss->count, bss->lo_x, bss->hi_x, bss->lo_y, bss->hi_y );
									// Now change all those pixels to the other setting
									int changed = 0;
									for ( int sy = bss->lo_y; sy <= bss->hi_y; sy++)
									{
										int lo_sx = bss->lo_x>=ranges[sy].lo_x?bss->lo_x:ranges[sy].lo_x;
										int hi_sx = bss->hi_x<=ranges[sy].hi_x?bss->hi_x:ranges[sy].hi_x;

										Debug( 9, "Changing %d, %d->%d", sy, lo_sx, hi_sx );
										Debug( 9, "Range %d, %d->%d", sy, ranges[sy].lo_x, ranges[sy].hi_x );
										spdiff = diff_buff + ((diff_width * sy) + lo_sx);
										for ( int sx = lo_sx; sx <= hi_sx; sx++, spdiff++ )
										{
											Debug( 9, "Pixel at %d,%d (%p) is %d", sx, sy, spdiff, *spdiff );
											if ( *spdiff == bss->tag )
											{
												Debug( 9, "Setting pixel" );
												*spdiff = bsm->tag;
												changed++;
											}
										}
									}
									*pdiff = bsm->tag;
									alarm_blob_pixels++;
									if ( !changed )
									{
										Info( "Master blob t:%d, c:%d, lx:%d, hx:%d, ly:%d, hy:%d", bsm->tag, bsm->count, bsm->lo_x, bsm->hi_x, bsm->lo_y, bsm->hi_y );
										Info( "Slave blob t:%d, c:%d, lx:%d, hx:%d, ly:%d, hy:%d", bss->tag, bss->count, bss->lo_x, bss->hi_x, bss->lo_y, bss->hi_y );
										Error( "No pixels changed, exiting" );
										exit( -1 );
									}

									// Merge the slave blob into the master
									bsm->count += bss->count+1;
									if ( x > bsm->hi_x ) bsm->hi_x = x;
									if ( (int)y > bsm->hi_y ) bsm->hi_y = y;
									if ( bss->lo_x < bsm->lo_x ) bsm->lo_x = bss->lo_x;
									if ( bss->lo_y < bsm->lo_y ) bsm->lo_y = bss->lo_y;
									if ( bss->hi_x > bsm->hi_x ) bsm->hi_x = bss->hi_x;
									if ( bss->hi_y > bsm->hi_y ) bsm->hi_y = bss->hi_y;

									alarm_blobs--;

									Debug( 6, "Merging blob %d with %d at %d,%d, %d current blobs", bss->tag, bsm->tag, x, y, alarm_blobs );

									// Clear out the old blob
									bss->tag = 0;
									bss->count = 0;
									bss->lo_x = 0;
									bss->lo_y = 0;
									bss->hi_x = 0;
									bss->hi_y = 0;
								}
							}
							else
							{
								Debug( 9, "Setting to left neighbour %d", last_x );
								// Add to the blob from the x side 
								*pdiff = last_x;
								alarm_blob_pixels++;
								bsx->count++;
								if ( x > bsx->hi_x ) bsx->hi_x = x;
								if ( (int)y > bsx->hi_y ) bsx->hi_y = y;
							}
						}
						else
						{
							if ( last_y )
							{
								Debug( 9, "Top neighbour is %d", last_y );
								Debug( 9, "Setting to top neighbour %d", last_y );
								
								// Add to the blob from the y side
								BlobStats *bsy = &blob_stats[last_y];

								*pdiff = last_y;
								alarm_blob_pixels++;
								bsy->count++;
								if ( x > bsy->hi_x ) bsy->hi_x = x;
								if ( (int)y > bsy->hi_y ) bsy->hi_y = y;
							}
							else
							{
								// Create a new blob
								int i;
								for ( i = (WHITE-1); i > 0; i-- )
								{
									BlobStats *bs = &blob_stats[i];
									// See if we can recycle one first, only if it's at least two rows up
									if ( bs->count && bs->hi_y < (int)(y-1) )
									{
										if ( (min_blob_pixels && bs->count < min_blob_pixels) || (max_blob_pixels && bs->count > max_blob_pixels) )
										{
											if ( config.create_analysis_images || config.record_diag_images )
											{
												for ( int sy = bs->lo_y; sy <= bs->hi_y; sy++ )
												{
													spdiff = diff_buff + ((diff_width * sy) + bs->lo_x);
													for ( int sx = bs->lo_x; sx <= bs->hi_x; sx++, spdiff++ )
													{
														if ( *spdiff == bs->tag )
														{
															*spdiff = BLACK;
														}
													}
												}
											}
											alarm_blobs--;
											alarm_blob_pixels -= bs->count;
										
											Debug( 6, "Eliminated blob %d, %d pixels (%d,%d - %d,%d), %d current blobs", i, bs->count, bs->lo_x, bs->lo_y, bs->hi_x, bs->hi_y, alarm_blobs );

											bs->tag = 0;
											bs->count = 0;
											bs->lo_x = 0;
											bs->lo_y = 0;
											bs->hi_x = 0;
											bs->hi_y = 0;
										}
									}
									if ( !bs->count )
									{
										Debug( 9, "Creating new blob %d", i );
										*pdiff = i;
										alarm_blob_pixels++;
										bs->tag = i;
										bs->count++;
										bs->lo_x = bs->hi_x = x;
										bs->lo_y = bs->hi_y = y;
										alarm_blobs++;

										Debug( 6, "Created blob %d at %d,%d, %d current blobs", bs->tag, x, y, alarm_blobs );
										break;
									}
								}
								if ( i == 0 )
								{
									Warning( "Max blob count reached. Unable to allocate new blobs so terminating. Zone settings may be too sensitive." );
									x = hi_x+1;
									y = hi_y+1;
								}
							}
						}
					}
				}
			}
			if ( config.record_diag_images )
			{
				static char diag_path[PATH_MAX] = "";
				if ( !diag_path[0] )
				{
					snprintf( diag_path, sizeof(diag_path), "%s/%d/diag-%d-%d.jpg", config.dir_events, monitor->Id(), id, 3 );
				}
				diff_image->WriteJpeg( diag_path );
			}

			if ( !alarm_blobs )
			{
				return( false );
			}
			
			Debug( 5, "Got %d raw blob pixels, %d raw blobs, need %d -> %d, %d -> %d", alarm_blob_pixels, alarm_blobs, min_blob_pixels, max_blob_pixels, min_blobs, max_blobs );

			// Now eliminate blobs under the threshold
			for ( int i = 1; i < WHITE; i++ )
			{
				BlobStats *bs = &blob_stats[i];
				if ( bs->count )
				{
					if ( (min_blob_pixels && bs->count < min_blob_pixels) || (max_blob_pixels && bs->count > max_blob_pixels) )
					{
						if ( config.create_analysis_images || config.record_diag_images )
						{
							for ( int sy = bs->lo_y; sy <= bs->hi_y; sy++ )
							{
								spdiff = diff_buff + ((diff_width * sy) + bs->lo_x);
								for ( int sx = bs->lo_x; sx <= bs->hi_x; sx++, spdiff++ )
								{
									if ( *spdiff == bs->tag )
									{
										*spdiff = BLACK;
									}
								}
							}
						}
						alarm_blobs--;
						alarm_blob_pixels -= bs->count;
						
						Debug( 6, "Eliminated blob %d, %d pixels (%d,%d - %d,%d), %d current blobs", i, bs->count, bs->lo_x, bs->lo_y, bs->hi_x, bs->hi_y, alarm_blobs );

						bs->tag = 0;
						bs->count = 0;
						bs->lo_x = 0;
						bs->lo_y = 0;
						bs->hi_x = 0;
						bs->hi_y = 0;
					}
					else
					{
						Debug( 6, "Preserved blob %d, %d pixels (%d,%d - %d,%d), %d current blobs", i, bs->count, bs->lo_x, bs->lo_y, bs->hi_x, bs->hi_y, alarm_blobs );
						if ( !min_blob_size || bs->count < min_blob_size ) min_blob_size = bs->count;
						if ( !max_blob_size || bs->count > max_blob_size ) max_blob_size = bs->count;
					}
				}
			}
			if ( config.record_diag_images )
			{
				static char diag_path[PATH_MAX] = "";
				if ( !diag_path[0] )
				{
					snprintf( diag_path, sizeof(diag_path), "%s/%d/diag-%d-%d.jpg", config.dir_events, monitor->Id(), id, 4 );
				}
				diff_image->WriteJpeg( diag_path );
			}
			Debug( 5, "Got %d blob pixels, %d blobs, need %d -> %d, %d -> %d", alarm_blob_pixels, alarm_blobs, min_blob_pixels, max_blob_pixels, min_blobs, max_blobs );           
            
			if( alarm_blobs ) {
				if( min_blobs && (alarm_blobs < min_blobs) ) {
					/* Not enough pixels alarmed */
					return (false);
				} else if(max_blobs && (alarm_blobs > max_blobs) ) {
					/* Too many pixels alarmed */
					overload_count = overload_frames;
					return (false);
				}
			} else {
				/* No blobs */
				return (false);
			}
			
			score = (100*alarm_blob_pixels)/(polygon.Area());
			if(score < 1)
				score = 1; /* Fix for score of 0 when frame meets thresholds but alarmed area is not big enough */
			Debug( 5, "Current score is %d", score );

			alarm_lo_x = polygon.HiX()+1;
			alarm_hi_x = polygon.LoX()-1;
			alarm_lo_y = polygon.HiY()+1;
			alarm_hi_y = polygon.LoY()-1;
			for ( int i = 1; i < WHITE; i++ )
			{
				BlobStats *bs = &blob_stats[i];
				if ( bs->count )
				{
					if ( bs->count == max_blob_size )
					{
						if ( config.weighted_alarm_centres )
						{
							unsigned long x_total = 0;
							unsigned long y_total = 0;

							for ( int sy = bs->lo_y; sy <= bs->hi_y; sy++ )
							{
								spdiff = diff_buff + ((diff_width * sy) + bs->lo_x);
								for ( int sx = bs->lo_x; sx <= bs->hi_x; sx++, spdiff++ )
								{
									if ( *spdiff == bs->tag )
									{
										x_total += sx;
										y_total += sy;
									}
								}
							}
							alarm_mid_x = int(round(x_total/bs->count));
							alarm_mid_y = int(round(y_total/bs->count));
						}
						else
						{
							alarm_mid_x = int((bs->hi_x+bs->lo_x+1)/2);
							alarm_mid_y = int((bs->hi_y+bs->lo_y+1)/2);
						}
					}

					if ( alarm_lo_x > bs->lo_x ) alarm_lo_x = bs->lo_x;
					if ( alarm_lo_y > bs->lo_y ) alarm_lo_y = bs->lo_y;
					if ( alarm_hi_x < bs->hi_x ) alarm_hi_x = bs->hi_x;
					if ( alarm_hi_y < bs->hi_y ) alarm_hi_y = bs->hi_y;
				}
			}
		}
		else
		{
			alarm_mid_x = int((alarm_hi_x+alarm_lo_x+1)/2);
			alarm_mid_y = int((alarm_hi_y+alarm_lo_y+1)/2);
		}
	}

	if ( type == INCLUSIVE )
	{
		// score >>= 1;
		score /= 2;
	}
	else if ( type == EXCLUSIVE )
	{
		// score <<= 1;
		score *= 2;
		
	}

	Debug( 5, "Adjusted score is %d", score );

	// Now outline the changed region
	if ( score )
	{
		alarm_box = Box( Coord( alarm_lo_x, alarm_lo_y ), Coord( alarm_hi_x, alarm_hi_y ) );

		//if ( monitor->followMotion() )
		if ( true )
		{
			alarm_centre = Coord( alarm_mid_x, alarm_mid_y );
		}
		else
		{
			alarm_centre = alarm_box.Centre();
		}

		if ( (type < PRECLUSIVE) && check_method >= BLOBS && config.create_analysis_images )
		{

			// First mask out anything we don't want
			for ( unsigned int y = lo_y; y <= hi_y; y++ )
			{
				pdiff = diff_buff + ((diff_width * y) + lo_x);

				int lo_x2 = ranges[y].lo_x;
				int hi_x2 = ranges[y].hi_x;

				int lo_gap = lo_x2-lo_x;
				if ( lo_gap > 0 )
				{
					if ( lo_gap == 1 )
					{
						*pdiff++ = BLACK;
					}
					else
					{
						memset( pdiff, BLACK, lo_gap );
						pdiff += lo_gap;
					}
				}

				ppoly = pg_image->Buffer( lo_x2, y );
				for ( int x = lo_x2; x <= hi_x2; x++, pdiff++, ppoly++ )
				{
					if ( !*ppoly )
					{
						*pdiff = BLACK;
					}
				}

				int hi_gap = hi_x-hi_x2;
				if ( hi_gap > 0 )
				{
					if ( hi_gap == 1 )
					{
						*pdiff = BLACK;
					}
					else
					{
						memset( pdiff, BLACK, hi_gap );
					}
				}
			}
			
			if( monitor->Colours() == ZM_COLOUR_GRAY8 ) {
				image = diff_image->HighlightEdges( alarm_rgb, ZM_COLOUR_RGB24, ZM_SUBPIX_ORDER_RGB, &polygon.Extent() );
			} else {
				image = diff_image->HighlightEdges( alarm_rgb, monitor->Colours(), monitor->SubpixelOrder(), &polygon.Extent() );
			}
			
			// Only need to delete this when 'image' becomes detached and points somewhere else
			delete diff_image;
		}
		else
		{
			delete image;
			image = 0;
		}

		Debug( 1, "%s: Pixel Diff: %d, Alarm Pixels: %d, Filter Pixels: %d, Blob Pixels: %d, Blobs: %d, Score: %d", Label(), pixel_diff, alarm_pixels, alarm_filter_pixels, alarm_blob_pixels, alarm_blobs, score );
	}
	return( true );
}

bool Zone::ParsePolygonString( const char *poly_string, Polygon &polygon )
{
	Debug( 3, "Parsing polygon string '%s'", poly_string );

	char *str_ptr = new char[strlen(poly_string)+1];
	char *str = str_ptr;
	strcpy( str, poly_string );

	char *ws;
	int n_coords = 0;
	int max_n_coords = strlen(str)/4;
	Coord *coords = new Coord[max_n_coords];
	while( true )
	{
		if ( *str == '\0' )
		{
			break;
		}
		ws = strchr( str, ' ' );
		if ( ws )
		{
			*ws = '\0';
		}
		char *cp = strchr( str, ',' );
		if ( !cp )
		{
			Error( "Bogus coordinate %s found in polygon string", str );
			delete[] coords;
			delete[] str_ptr;
			return( false );
		}
		else
		{
			*cp = '\0';
			char *xp = str;
			char *yp = cp+1;

			int x = atoi(xp);
			int y = atoi(yp);

			Debug( 3, "Got coordinate %d,%d from polygon string", x, y );
#if 0
			if ( x < 0 )
				x = 0;
			else if ( x >= width )
				x = width-1;
			if ( y < 0 )
				y = 0;
			else if ( y >= height )
				y = height-1;
#endif
			coords[n_coords++] = Coord( x, y );
		}
		if ( ws )
			str = ws+1;
		else
			break;
	}
	polygon = Polygon( n_coords, coords );

	Debug( 3, "Successfully parsed polygon string" );
	//printf( "Area: %d\n", pg.Area() );
	//printf( "Centre: %d,%d\n", pg.Centre().X(), pg.Centre().Y() );

	delete[] coords;
	delete[] str_ptr;

	return( true );
}

bool Zone::ParseZoneString( const char *zone_string, int &zone_id, int &colour, Polygon &polygon )
{
	Debug( 3, "Parsing zone string '%s'", zone_string );

	char *str_ptr = new char[strlen(zone_string)+1];
	char *str = str_ptr;
	strcpy( str, zone_string );

	char *ws = strchr( str, ' ' );
	if ( !ws )
	{
		Debug( 3, "No initial whitespace found in zone string '%s', finishing", str );
	}
	zone_id = strtol( str, 0, 10 );
	Debug( 3, "Got zone %d from zone string", zone_id );
	if ( !ws )
	{
		delete str_ptr;
		return( true );
	}

	*ws = '\0';
	str = ws+1;

	ws = strchr( str, ' ' );
	if ( !ws )
	{
		Debug( 3, "No secondary whitespace found in zone string '%s', finishing", zone_string );
	}
	colour = strtol( str, 0, 16 );
	Debug( 3, "Got colour %06x from zone string", colour );
	if ( !ws )
	{
		delete str_ptr;
		return( true );
	}
	*ws = '\0';
	str = ws+1;

	bool result = ParsePolygonString( str, polygon );

	//printf( "Area: %d\n", pg.Area() );
	//printf( "Centre: %d,%d\n", pg.Centre().X(), pg.Centre().Y() );

	delete[] str_ptr;

	return( result );
}

int Zone::Load( Monitor *monitor, Zone **&zones )
{
   static char sql[ZM_SQL_MED_BUFSIZ];
	snprintf( sql, sizeof(sql), "select Id,Name,Type+0,Units,Coords,AlarmRGB,CheckMethod+0,MinPixelThreshold,MaxPixelThreshold,MinAlarmPixels,MaxAlarmPixels,FilterX,FilterY,MinFilterPixels,MaxFilterPixels,MinBlobPixels,MaxBlobPixels,MinBlobs,MaxBlobs,OverloadFrames from Zones where MonitorId = %d order by Type, Id", monitor->Id() );
	if ( mysql_query( &dbconn, sql ) )
	{
		Error( "Can't run query: %s", mysql_error( &dbconn ) );
		exit( mysql_errno( &dbconn ) );
	}

	MYSQL_RES *result = mysql_store_result( &dbconn );
	if ( !result )
	{
		Error( "Can't use query result: %s", mysql_error( &dbconn ) );
		exit( mysql_errno( &dbconn ) );
	}
	int n_zones = mysql_num_rows( result );
	Debug( 1, "Got %d zones for monitor %s", n_zones, monitor->Name() );
	delete[] zones;
	zones = new Zone *[n_zones];
	for( int i = 0; MYSQL_ROW dbrow = mysql_fetch_row( result ); i++ )
	{
		int col = 0;

		int Id = atoi(dbrow[col++]);
		const char *Name = dbrow[col++];
		int Type = atoi(dbrow[col++]);
		const char *Units = dbrow[col++];
		const char *Coords = dbrow[col++];
		int AlarmRGB = dbrow[col]?atoi(dbrow[col]):0; col++;
		int CheckMethod = atoi(dbrow[col++]);
		int MinPixelThreshold = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MaxPixelThreshold = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MinAlarmPixels = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MaxAlarmPixels = dbrow[col]?atoi(dbrow[col]):0; col++;
		int FilterX = dbrow[col]?atoi(dbrow[col]):0; col++;
		int FilterY = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MinFilterPixels = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MaxFilterPixels = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MinBlobPixels = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MaxBlobPixels = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MinBlobs = dbrow[col]?atoi(dbrow[col]):0; col++;
		int MaxBlobs = dbrow[col]?atoi(dbrow[col]):0; col++;
		int OverloadFrames = dbrow[col]?atoi(dbrow[col]):0; col++;
		
		/* HTML colour code is actually BGR in memory, we want RGB */
		AlarmRGB = rgb_convert(AlarmRGB, ZM_SUBPIX_ORDER_BGR);

		Debug( 5, "Parsing polygon %s", Coords );
		Polygon polygon;
		if ( !ParsePolygonString( Coords, polygon ) ) {
			Error( "Unable to parse polygon string '%s' for zone %d/%s for monitor %s, ignoring", Coords, Id, Name, monitor->Name() );
            continue;
        }

		if ( polygon.LoX() < 0 || polygon.HiX() >= (int)monitor->Width() 
           || polygon.LoY() < 0 || polygon.HiY() >= (int)monitor->Height() ) {
			Error( "Zone %d/%s for monitor %s extends outside of image dimensions, (%d,%d), (%d,%d), ignoring", Id, Name, monitor->Name(), polygon.LoX(), polygon.LoY(), polygon.HiX(), polygon.HiY() );
            continue;
        }

		if ( false && !strcmp( Units, "Percent" ) )
		{
			MinAlarmPixels = (MinAlarmPixels*polygon.Area())/100;
			MaxAlarmPixels = (MaxAlarmPixels*polygon.Area())/100;
			MinFilterPixels = (MinFilterPixels*polygon.Area())/100;
			MaxFilterPixels = (MaxFilterPixels*polygon.Area())/100;
			MinBlobPixels = (MinBlobPixels*polygon.Area())/100;
			MaxBlobPixels = (MaxBlobPixels*polygon.Area())/100;
		}

		if ( atoi(dbrow[2]) == Zone::INACTIVE )
		{
			zones[i] = new Zone( monitor, Id, Name, polygon );
		}
		else
		{
			zones[i] = new Zone( monitor, Id, Name, (Zone::ZoneType)Type, polygon, AlarmRGB, (Zone::CheckMethod)CheckMethod, MinPixelThreshold, MaxPixelThreshold, MinAlarmPixels, MaxAlarmPixels, Coord( FilterX, FilterY ), MinFilterPixels, MaxFilterPixels, MinBlobPixels, MaxBlobPixels, MinBlobs, MaxBlobs, OverloadFrames );
		}
	}
	if ( mysql_errno( &dbconn ) )
	{
		Error( "Can't fetch row: %s", mysql_error( &dbconn ) );
		exit( mysql_errno( &dbconn ) );
	}
	// Yadda yadda
	mysql_free_result( result );
	return( n_zones );
}

bool Zone::DumpSettings( char *output, bool /*verbose*/ )
{
	output[0] = 0;

	sprintf( output+strlen(output), "  Id : %d\n", id );
	sprintf( output+strlen(output), "  Label : %s\n", label );
	sprintf( output+strlen(output), "  Type: %d - %s\n", type,
		type==ACTIVE?"Active":(
		type==INCLUSIVE?"Inclusive":(
		type==EXCLUSIVE?"Exclusive":(
		type==PRECLUSIVE?"Preclusive":(
		type==INACTIVE?"Inactive":"Unknown"
	)))));
	sprintf( output+strlen(output), "  Shape : %d points\n", polygon.getNumCoords() );
	for ( int i = 0; i < polygon.getNumCoords(); i++ )
	{
		sprintf( output+strlen(output), "    %i: %d,%d\n", i, polygon.getCoord( i ).X(), polygon.getCoord( i ).Y() );
	}
	sprintf( output+strlen(output), "  Alarm RGB : %06x\n", alarm_rgb );
	sprintf( output+strlen(output), "  Check Method: %d - %s\n", check_method,
		check_method==ALARMED_PIXELS?"Alarmed Pixels":(
		check_method==FILTERED_PIXELS?"FilteredPixels":(
		check_method==BLOBS?"Blobs":"Unknown"
	)));
	sprintf( output+strlen(output), "  Min Pixel Threshold : %d\n", min_pixel_threshold );
	sprintf( output+strlen(output), "  Max Pixel Threshold : %d\n", max_pixel_threshold );
	sprintf( output+strlen(output), "  Min Alarm Pixels : %d\n", min_alarm_pixels );
	sprintf( output+strlen(output), "  Max Alarm Pixels : %d\n", max_alarm_pixels );
	sprintf( output+strlen(output), "  Filter Box : %d,%d\n", filter_box.X(), filter_box.Y() );
	sprintf( output+strlen(output), "  Min Filter Pixels : %d\n", min_filter_pixels );
	sprintf( output+strlen(output), "  Max Filter Pixels : %d\n", max_filter_pixels );
	sprintf( output+strlen(output), "  Min Blob Pixels : %d\n", min_blob_pixels );
	sprintf( output+strlen(output), "  Max Blob Pixels : %d\n", max_blob_pixels );
	sprintf( output+strlen(output), "  Min Blobs : %d\n", min_blobs );
	sprintf( output+strlen(output), "  Max Blobs : %d\n", max_blobs );
	return( true );
}

void Zone::std_alarmedpixels(Image* pdiff_image, const Image* ppoly_image, unsigned int* pixel_count, unsigned int* pixel_sum) {
	uint32_t pixelsalarmed = 0;
	uint32_t pixelsdifference = 0;
	uint8_t *pdiff;
	const uint8_t *ppoly;
	uint8_t calc_max_pixel_threshold = 255;
	unsigned int lo_y;
	unsigned int hi_y;
	unsigned int lo_x;
	unsigned int hi_x;
	
	if(max_pixel_threshold)
		calc_max_pixel_threshold = max_pixel_threshold;
	
	lo_y = polygon.LoY();
	hi_y = polygon.HiY();
	for ( unsigned int y = lo_y; y <= hi_y; y++ )
	{
		lo_x = ranges[y].lo_x;
		hi_x = ranges[y].hi_x;
		
		Debug( 7, "Checking line %d from %d -> %d", y, lo_x, hi_x );
		pdiff = (uint8_t*)pdiff_image->Buffer( lo_x, y );
		ppoly = ppoly_image->Buffer( lo_x, y );
	
		for ( unsigned int x = lo_x; x <= hi_x; x++, pdiff++, ppoly++ )
		{
			if ( *ppoly && (*pdiff > min_pixel_threshold) && (*pdiff <= calc_max_pixel_threshold) )
			{
				pixelsalarmed++;
				pixelsdifference += *pdiff;
				*pdiff = WHITE;
			}
			else
			{
				*pdiff = BLACK;
			}
		}
	}
	
	/* Store the results */
	*pixel_count = pixelsalarmed;
	*pixel_sum = pixelsdifference;
   Debug( 7, "STORED");
}