VideoReader reads .MOV file correctly but cannot read individual frames in MATLAB

I have simplified a code I have written, please have a look at it below.

try
    video = VideoReader('IMG_6174.MOV');
catch
    video = false;
end

if video ~= false
    totalFrames = video.duration * video.framerate;
end

vidStruct = struct('cdata', zeros(300, 300, 3, 'uint8'), 'colormap', []);

for frameNumber = 1:totalFrames
   try
       vidStruct(frameNumber).cdata = readFrame(vidObj);
   catch
       disp(strcat('Frame missed. Number:', int2str(frameNumber)));
   end
end

What I am trying to do is simple. I just want to read a video file and if I am able to read it I want to put each frame of that video file into a struct. If there is an error in one of the frames it will display an error message as you can see in the code.

That code above gives me this output: (I have shortened it to preserve space but it is the same message for all of the frames)

Frame missed. Number:1

Frame missed. Number:2

Frame missed. Number:3

.

.

.

Frame missed. Number:71

Frame missed. Number:72

Frame missed. Number:73

Furthermore, a while loop version with

while hasFrame(video)
    ....
end 

also does not work because hasFrame returns 0. I have checked the data of the video variable and it matching with the info from the actual video file. I am using MATLAB r2015b. Also, the works OK with VLC Media Player.

Any help is appreciated. Thank you very much.