Canvas optimization when pixel changes are known - javascript

I am currently working on a web application where only single pixel changes are known, which are implemented like an event:
function pixelChanged(x, y, color)
These need to be drawn to a canvas. I have tried two methods to accomplish this:
draw pixels directly with fillRect
memorize pixels and put them on the canvas with putImageData every few microseconds
Now both of these methods seem to have a poor performance. The first one results in many redraws, the second one redraws the whole image, even if only a little area changed.
My specific question is, if there is a better method to implement this (maybe something like 1., but in some way delayed ?).
And if not, which method of these should I prefer ? How can I optimize it in this case ?
Thanks in advance and best regards,
copy

The approach I took is to break a large image into an NxN grid and redraw the specific areas that have changed. I found a decent size that balances the # of redraws vs the size of a redraw to be around 50x50px. If you need the exact optimal number for maximum px/sec drawn, I have it somewhere from benchmarks.
So if you have a 60x60 change, you'd be re-drawing between 4 and 9 50x50 squares.

Checkout this article with different approaches for canvas-optimization. I'd suggest you to combine several optimizations and see how it goes. Please note that our eye doesn't recognize frequent pixel changes on big area, so it make sense to buffer your pixel changes and draw several changes at once. Also please note that browser need several milliseconds to apply your changes, so don't make interval too small.

Related

How multiple canvas elements affect performance?

I'm trying to make a simple game (view from above) on canvas. Please tell me, which is faster:
1) Draw everything on one <canvas> and calculate the areas that need to be redrawn.
2) Draw certain parts of the scene on different <canvas> elements and update each only if necessary. In the it variant, probably, I can also use a partial redraw.
For example, I could draw a map on one element, enemies on the second, and a cursor and etc on the third. When moving enemies, I could only redraw the second canvas.
Please explain in as much detail as possible which option is better and why. And could you please advise books that can deepen my knowledge on this issue? For beginners.
Most canvas games will use a sort of layering that you are describing. The furthest forward layer would be the HUD, either by a seperate canvas or HTML elements and this would only change if something happened to it, such as someone upgrading their player. Then after that it depends on how they draw the canvas. The simplest way would be to simply draw the portions of the map and obstacles are on the screen.
Use one canvas, trust me. If you have a sprite that does nothing but sit there it is still getting drawn 60 times a second so it makes no difference if it is moving or not changing or not if it exists on screen it is getting drawn regardless of change.

JavaScript canvas game development

Ive been having a really baffling slow down issue with the game I am working on probably because I am unsure how to handle graphics (most likely responsible for the slow down) in javascript without using a third party framework like Phaser/ImapactJS/EaselJS etc)*. The following is the low down on how I am approaching my graphics. I would be very thankful for some tips or methods on how to do this right.
My game is tile based - using tiles designed at 500x500 px because I want them to display decently on high definition devices.
I am using a spritesheet to load all (most of) my tiles before the main loop is run. This image is roughly 4000 x 4000 (keeping it below 4096 because the GPU cant handle texture sizes larger than that).
I then use the drawImage function to cycle through and draw each tile on a part of the canvas using information (w, h, x, y) stored in the tile array. I do this on every cycle of the main loop using my drawMap function.
The map is currently 6x6 tiles in size
A character spritesheet is also loaded and drawn on to the canvas after the map has been drawn. The character displays a different frame of the animation on every cycle of the main loop. There are sets of animations for the character each contained in the same spritesheet.
The character sprite sheet is roughly 4000x3500
The character is roughly 350x250 px
Other objects also use the same sprite sheet. Currently there is only one object.
Possibly helpful questions:
Am I using too many spritesheets or too few?
Should I only draw something if it's coordinates are in bounds of the screen?
How should I go about garbage collection? Do I need to set image objects to null when no longer in use?
Thanks in advance for input. I would just like to know if I am going about it the right way and pick your brains as how to speed it up enough.
*Note that I plan to port the JS game to cocoonJS which provides graphics acceleration for the canvas element on mobile.
** If interested please visit my Patreon page for fun!
You have asked lots of questions here, I'll address the ones I've run into.
I would like to start out by saying very clearly,
Use a profiler
Find out whether each thing you are advised to do, by anybody, is making an improvement. Unless we work on your code, we can only give you theories on how to optimise it.
How should I go about garbage collection? Do I need to set image objects to null when no longer in use?
If you are no longer using an object, setting its reference to null will probably mean it gets garbage collected. Having nulls around is not necessarily good but this is not within the scope of this question.
For high performance applications, you want to avoid too much allocation and therefore too much garbage collection activity. See what your profiler says - the chrome profiler can tell you how much CPU time the garbage collector is taking up. You might be OK at the moment.
I then use the drawImage function to cycle through and draw each tile on a part of the canvas using information (w, h, x, y) stored in the tile array. I do this on every cycle of the main loop using my drawMap function.
This is quite slow - instead consider drawing the current on screen tiles to a background canvas, and then only drawing areas which were previously obscured.
For example, if your player walks to the left, there is going to be a lot of tiles on the left hand side of the screen which have come into view; you will need to draw the background buffer onto the screen, offset to account for the movement, and then draw the missing tiles.
My game is tile based - using tiles designed at 500x500 px because I want them to display decently on high definition devices
If I interpret this right, your tiles are 500x500px in diameter, and you are drawing a small number of these on screen. and then for devices without such a high resolution, the canvas renderer is going to be scaling these down. You really want to be drawing pixels 1:1 on each device.
Would you be able, instead, to have a larger number of smaller tiles on screen - thereby avoiding the extra drawing at the edges? Its likely that the tiles around the edges will sometimes draw only a few pixels of one edge, and the rest of the image will be cropped anyway, so why not break them up further?
Should I only draw something if it's coordinates are in bounds of the screen?
Yes, this is a very common and good optimisation to take. You'll find it makes a big difference.
Am I using too many spritesheets or too few?
I have found that when I have a small number of sprite sheets, the big performance hit is when I frequently switch between them. If during one draw phase, you draw all your characters from character_sheet.png and then draw all the plants from plant_sheet.png you'll be ok. Switching between them can cause lots of trouble and you'll see a slow down. You will know this is happening if your profiler tells you that drawImage is taking a big proportion of your frame.

How can I increase map rendering performance in HTML Canvas?

We are developing a web-based game. The map has a fixed size and is procedually generated.
At the moment, all these polygons are stored in one array and checked whether they should be drawn or not. This requires a lot of performance. Which is the best rendering / buffering solution for big maps?
What I've tried:
Quadtrees. Problem: Performance still not as great because there are so many polygons.
Drawing sections of the map to offscreen-canvases. A test run: http://norizon.ch/repo/buffered-map-rendering/ Problem: The browser crashes when trying to buffer that much data and such big images (maybe 2000x2000) still seem to perform badly on a canvas.
(posting comments as an answer for convenience)
One idea could be, when the user is translating the map, to re-use the part that will still be in view, and to draw only the stripe(s) that are no longer corrects.
I believe (do you confirm ?) that the most costly operation is the drawing, not to find which polygon to draw.
If so, you should use your QuadTree to find the polygons that are within the strips. Notice that, given Javascript's overhead, a simple 2D bucket that contains the polygons that are within a given (x,y) tile might be faster to use (if the cost of the quadtree is too high).
Now i have a doubt about the precise way you should do that, i'm afraid you'll have to experiment / benchmark, and maybe choose a prefered browser.
Problems :
• Copying a canvas on itself can be very slow depending on devices/Browsers. (might require to do 2 copy, in fact)
• Using an offscreen canvas can be very slow depending on devices/Browsers. (might not use hardware acceleration when off-screen).
If you are drawing things on top of the map, you can either use a secondary canvas on top of the map canvas, or you'll be forced to use an off-screen canvas that you'll copy on each frame.
I have tried a lot of things and this solution turned out to be the best for us.
Because our map has a fixed size, it is calculated server-side.
One big image atlas with all the required tiles will be loaded at the beginning of the game. For each image on the atlas, a seperate canvas is created. The client loads the whole map data into one two-dimensional array. The values determine, which tile has to be loaded. Maybe it would be even better if the map was drawn on a seperate canvas, so that only the stripes have to be painted. But the performance is really good, so we won't change that.
Three conclusions:
Images are fast. GetImageData is not!
JavaScript has not yet great support for multi threading, so we don't calculate the map client-side in game-time.
Quadtrees are fast. Arrays are faster.

Javascript/JQuery Calculation of Dimensions

I am looking to achieve something like this. A HTML view has a finite number of images (shown as red boxes in the image below). Are there any browser/jQuery APIs available today (cross-browser) which will let me calculate the dimensions of the remaining space (shown in green boxes) quickly? In the example shown below, it is easy to calculate the green area dimensions using simple geometry given the dimensions of the red boxes. But I am talking about very complex scenarios and complicated combination of images.
Appreciate any help. Thanks.
If you every images have absolute property, you can calculate dimension through top and left properties like $('#elementID').offset().top and $('#elementID').offset().left
From my experience working with DOM element dimensions, you cannot rely on them for exact values, and certainly can't really on them for the same values cross-browser. You can get OK results, but if you have complex scenarios then you will probably come undone at some point.
One way I have achieved similar things in the past is by drawing images to HTML5 Canvas. Using canvas you can have very fine-grained control. I have even iterated canvases pixel-by-pixel to get pixel perfect measurements of items on the canvas.
Check out this tutorial for a brief overview of drawing an image.
UPDATE
There is no easy way to do it. Using this method is low-level and will require you to use mathematics, and possibly byte-level image data from the canvas. However, if your problem is as complex as you suggest then you will have to get stuck in. When I did something similar I was also looking for an easy way to achieve what I wanted in the browser, then spent a month getting to grips with the canvas API, learning about byte-level colour data etc, but in then end I got what I needed, and ended up with something quite unique as it was difficult to achieve in a browser.
To get started, first I would say look at implementing a layered canvas by absolutely positioning multiple canvases on top of each other, then drawing a single image on each one. You already know the sizes of the images, and you can decide the coordinates of where to draw the image, so that's a start. In fact that may be all you need, you can track each image as you draw them by storing coords and dimensions, and you should be able to build up an accurate picture in numbers of where all your images are in 2D space.
Using those numbers you should then be able to calculate any empty spaces on there. However, that is a beyond me and probably a question for Mathematics Stack Exchange (which is actually down at the moment :D).

Merging pixels to minimize paint operations on Html canvas

Hi I'm painting an image onto a canvas (html5) and I want to reduce the number of fillRect calls I'm making in the hope of making the process more efficient.
Note: I'm calling canvas.fillRect to paint individual pixels and pixels can be 1x1 or other size rectangle depending on resolution I'm painting in (So I know that they are not called pixels but my image vocab is limited).
What I would like to do is find and merge individual pixels if they are the same colour. This will reduce the number of calls to fillRect and hopefully be faster than what I currently have.
So lets say I have a bit map like this:
[fff, fff, fff]
[f00, f00, f00]
[00f, 00f, 00f]
Instead of making 9 calls to fillRect I would like to make 3.
So my questions are:
1) What is this process called (so I can do some more intelligent research, as googling 'merging pixels', 'merging rectangles', etc, yields no useful results).
2) Anyone aware of any open source library that implements this (does not have to be javascript)
3) Does anyone think that adding this pre-processing step will actually make the code slower in JS?
Thanks All
Guido Tapia
I would agree with #Jakub that doing this kind of analysis in Javascript is likely to take a lot longer than the time you save by filling fewer rectangles (usually a very fast operation for a graphics card). That is unless you have to paint the same set of rectangles many thousands of times.
As for what it's called, the closest thing I can come up with is run-length encoding, which admittedly is one-dimensional rather than two.

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