This is a single player game. The goal is to unblock the red block out of the board by sliding the other blocks out of the way, unblock it with the minimal moves.
Playstore Link: Unblockme
Difficulty level: Moderate
You can see a demo video of the working of this game at the following link: https://youtu.be/_-aNdgeLc5w
First, using image processing all the blocks alignment and position is detected using image processing in MATLAB. Using breadth first search algorithm, the game is solved and blocks are moved to free the red block. The swipes on the screen are simulated using adb tool.
- Computer with MATLAB, ADB Tool and required drivers set up.
- An Android Device with the ‘Unblockme’ game installed on it. (Turn on the Developer options for better visualization)
- USB data transfer cable.
Here's the step-wise tutorial to automate the game. The source code is avaiable here.
Step 1: Using ADB Tool to capture screenshot
The following command instantaneously takes the screenshot of the connected device and stores it in the SD card following the specified path.
system(' adb shell screencap -p /sdcard/screen.png ');
The following command pulls it from the SD card of the android device into the working system following the path specified.
system(' adb pull /sdcard/screen.png ');
The pulled image is stored in the form of a matrix of pixel values by the MATLAB.
Step 2: Image processing
After taking screenshot main part of game is cropped out. Since Target block is of almost red color. So for specially that block, red color thresholding is performed.
ImBW = Im(:,:,2) < 10; S = regionprops(ImBW,'BoundingBox','Area');
S.BoundingBox gives the x, y, width and height of target block.
Now to detect other blocks position other color thresholding is applied.
ImBW = Im(:, :, 1) > 220; ImBW = imfill(ImBW,'holes'); S = regionprops(ImBW,'BoundingBox','Area'); for in=1:numel(S) if S(in).Area > 5000 % take only those block whose Area is > 5000 since regionprops may detect small on. of rectangles. end end
Step 3: Algorithm
The algorithm uses a simple breadth first search to find a particular order of moves to free the red block.
Enqueue the current board while Q not empty: Dequeue a board and examine it can block escape? he can! Ok he cant? for each possible board that can arise out of this one add board to END of Q
The code is written in C++. It takes command line string input and return string have order of moves. Using following commands in matlab we can run C++ program.
% s is input string. cmd = 'unblock.exe'; [status,out] = system([cmd s]);
Step 4: Using ADB Tool to simulate touch
The following command swipes from the point (x1,y1) on the screen to the point (x2, y2).
system(['adb shell input swipe ' '' num2str(x1) ' ' num2str(y1) ' ' num2str(x2) ' ' num2str(y2) ' 100']);
This way, the game is automated. The code works for all levels in the game. You can run the code in a loop to solve all the 500 levels available in the game at once.