이정은 / actionGAN

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b56d5855 1 parent d6fd2e0f

7_throwing

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Showing 10 changed files with 280 additions and 241 deletions
......@@ -9,8 +9,8 @@ dinfo=dir('/home/hyuna/Documents/actionGAN_work/7_cleansed_skeleton/*.skeleton')
%txt=fullfile(dir_to_search, '*.skeleton');
%dinfo=dir(txt);
count=[0,0,0];
label=-1;
for d = 1: length(dinfo)
label=-1;
file_name = dinfo(d).name;
% disp(name);
......@@ -149,16 +149,44 @@ for d = 1: length(dinfo)
clear_subject_y = cur_subject_y;
clear_subject_z = cur_subject_z;
% patch_num*25
red=[4,3,21,2,1];
green=[5,6,7,8,23,22];
blue=[9,10,11,12,25,24];
skyblue=[17,18,19,20];
yellow=[13,14,15,16];
target = {skyblue,yellow,green,blue};
[r,c]=size(target);
%celldisp(target);
%disp(c);
%disp(target{1});
% joint-to-joint
for tar_index = 1:c
diff_ave = comp_aver(clear_subject_x,clear_subject_y,clear_subject_z,frame_num,target{tar_index});
if label~=0
label=set_label(diff_ave,0.13);
end
if label==0 %bad
disp(file_name(1:20));
disp("difference");
disp(target(tar_index));
disp(diff_ave);
end
end
% reds(head-spine) shoud be parallel to z
% 4 3 21 2 1
red=[4,3,21,2,1];
max_t=[];
echo off;
for j = 1: length(red)-1
theta_per_patch=[]
theta_per_patch=[];
for patch = 1:frame_num
u = [clear_subject_x(patch, red(j+1))-clear_subject_x(patch, red(j)),clear_subject_y(patch, red(j+1))-clear_subject_y(patch, red(j)),clear_subject_z(patch, red(j+1))-clear_subject_z(patch, red(j))];
% v = axis z
......@@ -183,65 +211,57 @@ for d = 1: length(dinfo)
%disp("max");
%disp(max_t);
% usually 1.6<max angle<=1.8
if max_t(max_t>1.8) %bad
label=0;
else
label=1;
if label~=0
label=set_label(max_t,1.8);
end
% green, blue(arms) should be located in almost the same position at the
% beginning and end of motion.
green=[5,6,7,8,23,22];
blue=[9,10,11,12,25,24];
%print a distance between starting and ending coords
g_distance = []
for j = 1: length(green)
x_=clear_subject_x(1, green(j))-clear_subject_x(frame_num, green(j));
y_=clear_subject_y(1, green(j))-clear_subject_y(frame_num, green(j));
z_=clear_subject_z(1, green(j))-clear_subject_z(frame_num, green(j));
d=sqrt(x_*x_+y_*y_+z_*z_);
g_distance=[g_distance,d];
end
disp(file_name(1:20));
disp(g_distance);
g_distance=loc_end_to_end(clear_subject_x,clear_subject_y,clear_subject_z,frame_num,green);
b_distance=loc_end_to_end(clear_subject_x,clear_subject_y,clear_subject_z,frame_num,blue);
b_distance = []
for j = 1: length(blue)
x_=clear_subject_x(1, blue(j))-clear_subject_x(frame_num, blue(j));
y_=clear_subject_y(1, blue(j))-clear_subject_y(frame_num, blue(j));
z_=clear_subject_z(1, blue(j))-clear_subject_z(frame_num, blue(j));
d=sqrt(x_*x_+y_*y_+z_*z_);
b_distance=[b_distance,d];
end
disp(b_distance);
% only use just 2 joints at the tip of arms(hands)
g_end=g_distance(end-1:end);
b_end=b_distance(end-1:end);
if g_end(g_end>0.7) %bad
label=0;
else
label=1;
if label~=0
label=set_label(g_end,0.7);
end
if b_end(b_end>0.7) %bad
label=0;
else
label=1;
% check if label is still 'good'
if label~=0
label=set_label(b_end,0.7);
end
% save good and bad examples seperately
newdir='';
if label==0 % bad
newdir='/home/hyuna/Documents/actionGAN_work/7_arms_bad.txt';
newdir='/home/hyuna/Documents/actionGAN_work/7_bad.txt';
count(2)=count(2)+1;
else
newdir='/home/hyuna/Documents/actionGAN_work/7_arms_good.txt';
newdir='/home/hyuna/Documents/actionGAN_work/7_good.txt';
count(3)=count(3)+1;
copyfile(name,'/home/hyuna/Documents/actionGAN_work/7_arms_cleansed_skeleton');
copyfile(name,'/home/hyuna/Documents/actionGAN_work/7_good_skeleton');
major =arms(clear_subject_z, green, blue);
if(major==green)
s_dir='/home/hyuna/Documents/actionGAN_work/good_right.txt';
copyfile(name,'/home/hyuna/Documents/actionGAN_work/right_skeleton');
else
s_dir='/home/hyuna/Documents/actionGAN_work/good_left.txt';
copyfile(name,'/home/hyuna/Documents/actionGAN_work/left_skeleton');
end
split=fopen(s_dir,'a');
fprintf(split, file_name(1:20));
fprintf(split, '\n');
fclose(split);
end
txtfile=fopen(newdir,'a');
......@@ -255,5 +275,56 @@ end
% number of [emptybody, bad, good]
disp(count);
function setlabel=set_label(target,value)
if target(target>value) %bad
label=0;
else
label=1;
end
setlabel=label;
end
function loc_end=loc_end_to_end(clear_subject_x,clear_subject_y,clear_subject_z,frame_num,target)
distance = []
for j = 1: length(target)
x_=clear_subject_x(1, target(j))-clear_subject_x(frame_num, target(j));
y_=clear_subject_y(1, target(j))-clear_subject_y(frame_num, target(j));
z_=clear_subject_z(1, target(j))-clear_subject_z(frame_num, target(j));
d=sqrt(x_*x_+y_*y_+z_*z_);
distance=[distance,d];
end
loc_end =distance;
% disp(distance);
end
function comp_ave =comp_aver(clear_subject_x,clear_subject_y,clear_subject_z, frame_num,target)
for j = 1: length(target)
% distance between a particular joint and average coordinate per patch
dist_ave=[];
for patch = 2:frame_num-1
ave_x=(clear_subject_x(patch-1,target(j))+clear_subject_x(patch+1,target(j)))/2;
ave_y=(clear_subject_y(patch-1,target(j))+clear_subject_y(patch+1,target(j)))/2;
ave_z=(clear_subject_z(patch-1,target(j))+clear_subject_z(patch+1,target(j)))/2;
% distance between joint and average
jnt_ave = sqrt((abs(clear_subject_x(patch, target(j))-ave_x)).^2+ (abs(clear_subject_y(patch, target(j))-ave_y)).^2+ (abs(clear_subject_z(patch, target(j))-ave_z)).^2);
dist_ave=[dist_ave,jnt_ave];
end
end
comp_ave=dist_ave;
end
function major_arm= arms(clear_subject_z, target1, target2)
z1=max(clear_subject_z(:,target1(end))) - clear_subject_z(1, target1(end));
z2=max(clear_subject_z(:,target2(end))) - clear_subject_z(1, target2(end));
if z1>z2 % target1 raised higher than t2
major_arm=target1;
else
major_arm=target2;
end
end
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......@@ -483,7 +401,6 @@ S014C002P017R002A007
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