Merge branch 'master' of https://whale.am28.uni-tuebingen.de/git/teaching/scientificComputing
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\documentclass[12pt,a4paper,landscape]{article}
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\documentclass[10pt,a4paper,landscape]{article}
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\usepackage{pslatex}
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\usepackage{pslatex}
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\usepackage{graphics}
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\usepackage[left=10mm,right=10mm,top=10mm,bottom=10mm,headsep=0ex,headheight=0ex,footskip=0ex]{geometry}
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\usepackage[left=5mm,right=5mm,top=10mm,bottom=10mm,headsep=0ex,headheight=0ex,footskip=0ex]{geometry}
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\newcommand{\rot}[1]{\rotatebox{90}{#1}\,\,}
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\begin{document}
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\begin{document}
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\sffamily
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\sffamily
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\section*{Scientific computing WS18/19}
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\section*{Scientific computing WS\,20/21: Project score sheet}
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\noindent
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\noindent
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\begin{tabular}{|p{0.16\textwidth}|p{0.1\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|l|l|}
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\begin{tabular}{|p{0.15\textwidth}|p{0.10\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.019\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.018\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.02\textwidth}|l|l|}
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\hline
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\hline
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Name & Project & \multicolumn{5}{l|}{Project} & \multicolumn{3}{l|}{Figures} & \multicolumn{8}{l|}{Code} & Sum & Grade \rule{0.pt}{3ex} \\
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Name & Project & \multicolumn{3}{l|}{Project} & \multicolumn{3}{l|}{Figures$^1$} & \multicolumn{3}{l|}{Code} & \multicolumn{7}{l|}{Codestyle (7P)$^2$} & \multicolumn{2}{l|}{Documentation} & Sum & Grade \rule{0.pt}{3ex} \\
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& & \rot{Understanding} & \rot{Presentation}\rot{Structure, didactics} & \rot{Completed} & \rot{Bonus:}\rot{Context} & \rot{Own ideas} & \rot{Readability}\rot{font size, etc.} & \rot{Labels, units, and}\rot{statistical measures} & \rot{Design} & \rot{Runs} & \rot{Names of}\rot{vars and funcs} & \rot{Style: white space}\rot{Spaghetti, structure} & \rot{Functions: used,}\rot{purpose, standalone} & \rot{Docu script} & \rot{Docu functions} & \rot{Figures saved} & \rot{Bonus:}\rot{Interesting code} & & \\
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& & \rot{Completed} & \rot{Presentation}\rot{Structure, didactics} & \rot{Bonus:}\rot{Context \& own ideas} & \rot{Readability}\rot{font size, etc.} & \rot{Labels, units, and}\rot{statistical measures} & \rot{Consitent design, size,}\rot{layout, color code} & \rot{Runs} & \rot{Figures saved} & \rot{Bonus:}\rot{Interesting code} & \rot{Inconsitent naming}\rot{of files \& functions} & \rot{Inconsistent naming}\rot{of variables} & \rot{Inconsistent use of}\rot{whitespace/empty lines} & \rot{Spaghetti code} & \rot{Non-modularized}\rot{code}& \rot{Mixed function}\rot{purpose}& \rot{Functions are not}\rot{standalone} & \rot{Main script} & \rot{Functions: purpose, }\rot{argument type \& shape,}\rot{function usage} & & \\
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& & 0--6 & 0--2 & 0--2 & 0, 1 & 0--2 & 0--2 & 0--2 & 0--2 & 0--2 & 0--2 & 0--2 & 0--3 & 0--2 & 0--2 & 0, 2 & 0--2 & 33 & \\ \hline
|
& & 0--4 & 0--4 & 0--2 & 0--2 & 0--3 & 0--3 & 0--2 & 0, 1 & 0--2 & -1 & -1 & -1 & -1 & -1 & -1 & -1 & 0--1 & 0--3 & 30 & \\ \hline
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\end{tabular}
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\end{tabular}
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$^1$ see chapter 3: \emph{Graphical representation of scientific data}; $^2$ see chapter 4: \emph{Code style} for more information
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\noindent
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\noindent
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\begin{tabular}{|p{0.16\textwidth}|p{0.1\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|l|l|}
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\begin{tabular}{|p{0.15\textwidth}|p{0.10\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.019\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.018\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.02\textwidth}|p{0.024\textwidth}|p{0.024\textwidth}|p{0.02\textwidth}|l|l|}
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\hline
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\hline
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Name & Project & \multicolumn{5}{l|}{Project} & \multicolumn{3}{l|}{Figures} & \multicolumn{8}{l|}{Code} & Sum & Grade \rule{0.pt}{3ex} \\
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Name & Project & \multicolumn{3}{l|}{Project} & \multicolumn{3}{l|}{Figures$^1$} & \multicolumn{3}{l|}{Code} & \multicolumn{7}{l|}{Codestyle (7P)$^2$} & \multicolumn{2}{l|}{Documentation} & Sum & Grade \rule{0.pt}{3ex} \\
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& & \rot{Understanding} & \rot{Presentation}\rot{Structure, didactics} & \rot{Completed} & \rot{Bonus:}\rot{Context} & \rot{Own ideas} & \rot{Readability}\rot{font size, etc.} & \rot{Labels, units, and}\rot{statistical measures} & \rot{Design} & \rot{Runs} & \rot{Names of}\rot{vars and funcs} & \rot{Style: white space}\rot{Spaghetti, structure} & \rot{Functions: used,}\rot{purpose, standalone} & \rot{Docu script} & \rot{Docu functions} & \rot{Figures saved} & \rot{Bonus:}\rot{Interesting code} & & \\
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& & \rot{Completed} & \rot{Presentation}\rot{Structure, didactics} & \rot{Bonus:}\rot{Context \& own ideas} & \rot{Readability}\rot{font size, etc.} & \rot{Labels, units, and}\rot{statistical measures} & \rot{Consitent design, size,}\rot{layout, color code} & \rot{Runs} & \rot{Figures saved} & \rot{Bonus:}\rot{Interesting code} & \rot{Inconsitent naming}\rot{of files \& functions} & \rot{Inconsistent naming}\rot{of variables} & \rot{Inconsistent use of}\rot{whitespace/empty lines} & \rot{Spaghetti code} & \rot{Non-modularized}\rot{code}& \rot{Mixed function}\rot{purpose}& \rot{Functions are not}\rot{standalone} & \rot{Main script} & \rot{Functions: purpose, }\rot{argument type \& shape,}\rot{function usage} & & \\
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& & 0--6 & 0--2 & 0--2 & 0, 1 & 0--2 & 0--2 & 0--2 & 0--2 & 0--2 & 0--2 & 0--2 & 0--3 & 0--2 & 0--2 & 0, 2 & 0--2 & 33 & \\ \hline
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& & 0--4 & 0--4 & 0--2 & 0--2 & 0--3 & 0--3 & 0--2 & 0, 1 & 0--2 & -1 & -1 & -1 & -1 & -1 & -1 & -1 & 0--1 & 0--3 & 30 & \\ \hline
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\end{tabular}
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\end{tabular}
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$^1$ see chapter 3: \emph{Graphical representation of scientific data}; $^2$ see chapter 4: \emph{Code style} for more information
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\end{document}
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\end{document}
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projects/project_eyetracker/data/Genesis_VIII.png
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projects/project_eyetracker/data/export_data.py
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projects/project_eyetracker/data/export_data.py
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import numpy as np
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import scipy.io as sp
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from IPython import embed
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with open('corsi_VP19_eyedata.log') as f:
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lines = f.readlines()
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eye_found = np.zeros((len(lines)-7,1))
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gaze_x = np.zeros(eye_found.shape)
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gaze_y = np.zeros(eye_found.shape)
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frame_time = np.zeros(eye_found.shape)
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marker_time = np.zeros(eye_found.shape)
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marker_count = np.zeros(eye_found.shape)
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for i in range(7,len(lines)):
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line = lines[i].strip().split()
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eye_found[i-7] = line[1]
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gaze_x[i-7] = line[2]
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gaze_y[i-7] = line[3]
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frame_time[i-7] = line[10]
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marker_time[i-7] = line[11]
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marker_count[i-7] = line[9]
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to_be_stored = {'eye_found': eye_found, 'gaze_x':gaze_x, 'gaze_y':gaze_y,
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'frame_time':frame_time, 'marker_time':marker_time,
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'marker_count':marker_count}
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sp.savemat('eye_tracking.mat', to_be_stored)
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projects/project_eyetracker/data/log_to_mat.py
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import numpy as np
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import scipy.io as spio
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import glob
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import os
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def export_file(filename):
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frame_idx = []
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eye_found = []
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gaze_x = []
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gaze_y = []
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marker = []
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with open(filename, "r") as f:
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for i, line in enumerate(f):
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if i < 7:
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continue
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parts = line.strip().split()
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frame_idx.append(int(parts[0]))
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eye_found.append(int(parts[1]))
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gaze_x.append(int(parts[2]))
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gaze_y.append(int(parts[3]))
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marker.append(int(parts[-4]))
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frame_idx = np.array(frame_idx)
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eye_found = np.array(eye_found)
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gaze_x = np.array(gaze_x)
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gaze_y = np.array(gaze_y)
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marker = np.array(marker)
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to_be_stored = {'eye_found': eye_found, 'gaze_x':gaze_x, 'gaze_y':gaze_y,
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'frame_index':frame_idx, 'marker':marker}
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outfile = filename.split(os.sep)[-1].split(".")[0] + ".mat"
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spio.savemat(outfile, to_be_stored)
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files = sorted(glob.glob(os.path.join(".", "*.log")))
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for f in files:
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print("exporting: ", f)
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export_file(f)
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projects/project_eyetracker/eyetracker.fdb_latexmk
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projects/project_eyetracker/eyetracker.fdb_latexmk
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# Fdb version 3
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"../header.tex" 1611822933 1721 b4b359c75ebca4237084c34779ee2a8a ""
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"../instructions.tex" 1612006493 2791 5d50eddfb19fcbb58a1725956903e859 ""
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"/Users/jan/teaching/scicomp_projects/project_eyetracker/eyetracker.aux" 1612006736 2070 ffb5982e823fdc578f307c478868ae46 ""
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"/Users/jan/teaching/scicomp_projects/project_eyetracker/eyetracker.tex" 1612006735 2267 456c23288bff611c59749f358de46b7a ""
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\newcommand{\ptitle}{Eye tracker}
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\newcommand{\ptitle}{Eye tracker}
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\input{../header.tex}
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\input{../header.tex}
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\firstpagefooter{Supervisor: Jan Grewe}{phone: 29 74588}%
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\firstpagefooter{Supervisor: Lukas Sonnenberg}{phone:}%
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{email: jan.grewe@uni-tuebingen.de}
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{email: lukas.sonnenberg@uni-tuebingen.de}
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\begin{document}
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\begin{document}
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%%%%%%%%%%%%%% Questions %%%%%%%%%%%%%%%%%%%%%%%%%
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%%%%%%%%%%%%%% Questions %%%%%%%%%%%%%%%%%%%%%%%%%
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\section*{Analysis of eye trajectories.}
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\section*{Analysis of eye trajectories.}
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In this project you will analyse eye-tracking data (courtesy of the
|
In this project you will analyze eye-tracking data (courtesy of Gregor Hardiess,
|
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Mallot department). In this task the subject had to memorize the
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Cognitive Neuroscience, Uni-T\"ubingen). In this task subjects were viewing
|
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positions of targets that can be only learned with active gaze
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biblical images while their eye movements were recorded.
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shifts. The eye movements during training and test are recorded.
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In the accompanying datasets you find a subject's eye tracking data when viewing two different images
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(\emph{Genesis\_VIII.png} and \emph{Genesis\_XXXIX.png}, files \verb+1_1.mat+ and \verb+1_2.mat+, respectively). Each \verb+mat+-file contains five variables: \verb+frame_index+, the \verb+gaze_x+ and \verb+gaze_y+ position (in pixel on the screen), a boolean vector \verb+eye_found+ telling whether the tracker could actually estimate the eye position, and a vector \verb+marker+. The \verb+marker+ is used to indicate sections in the data. 0 can be ignored, 1 marks the fixation period and 2 indicates the acutal trial.
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The screen was 37.6\,cm wide and 30.1\,cm high and had a resolution of 1280\,x\,1024\,pixel. The distance between subject's eyes and the screen was 50\,cm.
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The eyetracker recorded ey positions with 60\,Hz. The fixation point was shown at the center of the screen and can be used to compensate for possible offests in the \verb+gaze_x+ and \verb+gaze_y+ positions.
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\begin{questions}
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\begin{questions}
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\question In the accompanying dataset you find six variables. (i)
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\question Familiarize yourself with the data.
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\textit{eye\_found} a logical array indicating whether the eye was
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found by the tracker. (ii, iii) \textit{gaze\_x} and
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\textit{gaze\_y} containing the x- and y-position of the gaze. They
|
|
||||||
relate to a screen with 1280x1024 pixel resolution. (iv)
|
|
||||||
\textit{frame\_time} containing time stamps for each frame. (v)
|
|
||||||
\textit{marker\_time} containing the time of the last marker. (vi)
|
|
||||||
\textit{marker\_count} the count of the markers. All entries with
|
|
||||||
the same marker belong to the same trial.
|
|
||||||
\begin{parts}
|
\begin{parts}
|
||||||
\part Cut the data in chunks belonging to the same trial.
|
\part Cut the data in chunks belonging to the same period (fixation and free eye-movements).
|
||||||
\part Characterize the eye movements statistically, e.g. with eye
|
\part Detect problems in the data (e.g. the eye was not found) and correct the eye traces. Interpolate linearily in these sections.
|
||||||
speed and/or accelerations.
|
\end{parts}
|
||||||
\part Detect and correct the eye traces for instances in which the
|
|
||||||
eye was not correctly detected. Interpolate linearily in these sections.
|
\question Characterize the eye movements statistically.
|
||||||
\part Create a 'heatmap' plot of the eye-positions
|
\begin{parts}
|
||||||
for one or two (nice) trials.
|
\part Calculate with eye speed and/or accelerations.
|
||||||
\part Use the \verb+kmeans+ clustering function to
|
\part Create a 'heatmap' plot of the eye-positions.
|
||||||
identify fixation points. Manually select a good number of cluster
|
\part Detect fixation points in the "free movement" part of the data.
|
||||||
centroids.
|
|
||||||
\end{parts}
|
\end{parts}
|
||||||
|
|
||||||
|
\question Compare the subject's behaviour when viewing the different scenes.
|
||||||
\end{questions}
|
\end{questions}
|
||||||
|
|
||||||
\end{document}
|
\end{document}
|
||||||
|
@ -0,0 +1,15 @@
|
|||||||
|
function [time] = convert_indices_to_time(indices, framerate)
|
||||||
|
% [time] = convert_indices_to_time(indices, frame_rate)
|
||||||
|
%
|
||||||
|
% Converts the vector of frame indices to time. The time vector will start
|
||||||
|
% at zero.
|
||||||
|
%
|
||||||
|
% Arguments:
|
||||||
|
% indices: vecor, the frame indices
|
||||||
|
% framerate:, scalar, the framerate in Hz
|
||||||
|
%
|
||||||
|
% Returns:
|
||||||
|
% time: vector, the time vector
|
||||||
|
|
||||||
|
indices = indices - indices(1);
|
||||||
|
time = indices / framerate;
|
@ -0,0 +1,7 @@
|
|||||||
|
function [x, y] = convert_pixel_to_meter(x_pos, y_pos, width_m, height_m, width_pixel, height_pixel)
|
||||||
|
|
||||||
|
x_resolution = width_m/width_pixel;
|
||||||
|
y_resolution = height_m/height_pixel;
|
||||||
|
|
||||||
|
x = x_pos * x_resolution;
|
||||||
|
y = y_pos * y_resolution;
|
17
projects/project_eyetracker/solution/correct_eye_positions.m
Normal file
17
projects/project_eyetracker/solution/correct_eye_positions.m
Normal file
@ -0,0 +1,17 @@
|
|||||||
|
function [true_x, true_y] = correct_eye_positions(eye_x, eye_y, x_offset, y_offset)
|
||||||
|
% [true_x, true_y] = correct_eye_positions(eye_x, eye_y, x_offset, y_offset)
|
||||||
|
%
|
||||||
|
% Applies the measured offset between x- and y- fixation coordinates to
|
||||||
|
% correct the recorded x- and y- eye coordinates.
|
||||||
|
%
|
||||||
|
% Arguments:
|
||||||
|
% eye_x, eye_y: vector, the recorded x- and y-eye positions.
|
||||||
|
% x_offset, y_offset: scalar, the x- and y-offset between
|
||||||
|
% fixation point and eye position during fixation.
|
||||||
|
%
|
||||||
|
% Returns:
|
||||||
|
% true_x, true_y: vector, the corrected eye positions
|
||||||
|
|
||||||
|
|
||||||
|
true_x = eye_x + x_offset;
|
||||||
|
true_y = eye_y + y_offset;
|
22
projects/project_eyetracker/solution/fix_eye_lost.m
Normal file
22
projects/project_eyetracker/solution/fix_eye_lost.m
Normal file
@ -0,0 +1,22 @@
|
|||||||
|
function [new_x, new_y] = fix_eye_lost(x, y, frame_index, eye_found)
|
||||||
|
% [new_x, new_y] = fix_eye_lost(x, y, frame_index, eye_found)
|
||||||
|
%
|
||||||
|
% Fixes intervals in the data in which eye detection was lost. Function uses linear interpolation.
|
||||||
|
%
|
||||||
|
% Arguments:
|
||||||
|
% x, y: vector, the eye positions
|
||||||
|
% frame_indices: vector, same length as x and y, the frame
|
||||||
|
% indices (or times)
|
||||||
|
% eye_found: vector, ones and zeros indicate whether the eye was
|
||||||
|
% reliably found by the tracker or not.
|
||||||
|
%
|
||||||
|
% Returns:
|
||||||
|
% new_x, new_y: vectors of double, the new positions
|
||||||
|
|
||||||
|
valid_x_positions = double(x(eye_found == 1));
|
||||||
|
valid_y_positions = double(y(eye_found == 1));
|
||||||
|
|
||||||
|
valid_frame_indices = double(frame_index(eye_found == 1));
|
||||||
|
|
||||||
|
new_x = interp1(valid_frame_indices, valid_x_positions, double(frame_index));
|
||||||
|
new_y = interp1(valid_frame_indices, valid_y_positions, double(frame_index));
|
20
projects/project_eyetracker/solution/get_fixation_offset.m
Normal file
20
projects/project_eyetracker/solution/get_fixation_offset.m
Normal file
@ -0,0 +1,20 @@
|
|||||||
|
function [x_offset, y_offset] = get_fixation_offset(eye_x, eye_y, event_marker, fixation_event_marker, fixation_x, fixation_y)
|
||||||
|
% [x_offset, y_offset] = get_fixation_offset(eye_x_pos, eye_y_pos, event_marker, fixation_event_marker, fixation_x, fixation_y)
|
||||||
|
%
|
||||||
|
% Estimates the x, and y-offset between screen position and reported eye position while fixating
|
||||||
|
%
|
||||||
|
% Arguments:
|
||||||
|
% eye_x, eye_y: The eye positions reported by the tracker, vectors of coordinates
|
||||||
|
% event_marker: vector, the recorded event markers
|
||||||
|
% fixation_event_marker: scalar, the event marker that represents the fixation period
|
||||||
|
% fixation_x, fixation_y: scalar, the x and y position of the fixation cross on the screen
|
||||||
|
%
|
||||||
|
% Returns:
|
||||||
|
% x_offset, y_offset: scalar the deviation between reported x
|
||||||
|
% and y positions and the true positions.
|
||||||
|
|
||||||
|
eye_fixation_x_pos = median(eye_x(event_marker == fixation_event_marker));
|
||||||
|
eye_fixation_y_pos = median(eye_y(event_marker == fixation_event_marker));
|
||||||
|
|
||||||
|
x_offset = fixation_x - eye_fixation_x_pos;
|
||||||
|
y_offset = fixation_y - eye_fixation_y_pos;
|
@ -0,0 +1,21 @@
|
|||||||
|
function [frame_index, gaze_x, gaze_y, marker, eye_found] = load_eye_tracking_data(filename)
|
||||||
|
% [frame_index, gaze_x, gaze_y, marker, eye_found] = load_eye_tracking_data(filename)
|
||||||
|
%
|
||||||
|
% Loads the eyetracking data stored in the specified file. Raises an error,
|
||||||
|
% if the file was not found.
|
||||||
|
%
|
||||||
|
% Arguments:
|
||||||
|
% filename: string, the path to the data file
|
||||||
|
%
|
||||||
|
% Returns:
|
||||||
|
% frame_index: vector, the recorded frame numbers
|
||||||
|
% gaze_x, gaze_y: vector, the recorded x and y eye positions
|
||||||
|
% marker: vector, the recorded event marker
|
||||||
|
% eye_found: vector, 1, or zero values indicating whether or not
|
||||||
|
% the eye was actually detected by the tracker.
|
||||||
|
|
||||||
|
if exist(filename, "file") ~= 2
|
||||||
|
error("file %s does not exist or is no mat file", filename);
|
||||||
|
end
|
||||||
|
|
||||||
|
load(filename, "gaze_x", "gaze_y", "frame_index", "marker", "eye_found")
|
35
projects/project_eyetracker/solution/main.m
Normal file
35
projects/project_eyetracker/solution/main.m
Normal file
@ -0,0 +1,35 @@
|
|||||||
|
% Project Eyetracking
|
||||||
|
% Name: John Doe
|
||||||
|
% Matrikelnummer: 123456789
|
||||||
|
clear
|
||||||
|
close all
|
||||||
|
|
||||||
|
%% Definition of constants
|
||||||
|
framerate = 60; % Hz
|
||||||
|
screen_width = 0.376; % m
|
||||||
|
screen_height = 0.301; % m
|
||||||
|
screen_resolution_x = 1280; % pixel
|
||||||
|
screen_resolution_y = 1024; % pixel
|
||||||
|
fixation_x = screen_resolution_x/2; % position of fixation cross on screen
|
||||||
|
fixation_y = screen_resolution_y/2; % position of fixation cross on screen
|
||||||
|
fixation_marker = 1; % event marker for fixtion period
|
||||||
|
movement_marker = 2; % event marker for free movement period
|
||||||
|
|
||||||
|
data_files = [fullfile("..", "data", "1_1.mat"), fullfile("..", "data", "1_5.mat")];
|
||||||
|
scenes = [fullfile("..", "data", "Genesis_VIII.png"), fullfile("..", "data", "Genesis_XXXIX.png")];
|
||||||
|
|
||||||
|
%% Process files
|
||||||
|
for i = 1:length(data_files)
|
||||||
|
file = data_files(i);
|
||||||
|
scene = scenes(i);
|
||||||
|
|
||||||
|
fprintf("processing: %s\n", file)
|
||||||
|
[frame_indices, x, y, event_marker, eye_found] = load_eye_tracking_data(file);
|
||||||
|
[x_offset, y_offset] = get_fixation_offset(x, y, event_marker, fixation_marker, fixation_x, fixation_y);
|
||||||
|
[true_x, true_y] = correct_eye_positions(x, y, x_offset, y_offset);
|
||||||
|
[true_x, true_y] = fix_eye_lost(true_x, true_y, frame_indices, eye_found);
|
||||||
|
time = convert_indices_to_time(frame_indices, framerate);
|
||||||
|
|
||||||
|
fig = plot_image_position_overlay(true_x, true_y, time, scene);
|
||||||
|
saveas(fig, sprintf("test_%i", i), "pdf")
|
||||||
|
end
|
@ -0,0 +1,20 @@
|
|||||||
|
function fig = plot_image_position_overlay(x, y, time, image)
|
||||||
|
|
||||||
|
if length(x) ~= length(y) || length(y) ~= length(time)
|
||||||
|
error("Length of vectors x, y, and time does not match!");
|
||||||
|
end
|
||||||
|
if ~exist(image, "file")
|
||||||
|
error("Image %s could not be found!", image);
|
||||||
|
end
|
||||||
|
|
||||||
|
fig = figure();
|
||||||
|
imshow(image)
|
||||||
|
hold on
|
||||||
|
scatter(x, y, [], time)
|
||||||
|
c = colorbar();
|
||||||
|
|
||||||
|
fig.PaperSize = [10.0, 10.0];
|
||||||
|
fig.PaperPosition = [0., 0., 10.0, 10.0];
|
||||||
|
c.Label.String = "time [s]";
|
||||||
|
c.Label.FontSize = 9;
|
||||||
|
|
Reference in New Issue
Block a user