Updated documentation

README.md

@@ -6,7 +6,7 @@
 ## 1. Introduction
 
 In eye movement research with dynamic natural scenes there is a great need for
-ground thruth since the stimuli are not artificially created and their
+ground truth since the stimuli are not artificially created and their
 properties are not known. Even though many automatic algorithms exist for
 annotating samples from streams to fixation, saccades, smooth pursuit etc., hand
 labelling is still considered the best for those tasks especially when we are
@@ -33,9 +33,9 @@ height_mm*.
 - Lines starting with "@" followed by a word, without space, are considered
 keywords. The available keywords are the following: 
     - "@ATTRIBUTE" followed by the attribute name followed by the type of data.
-    The tool curently support *INTEGER*, *NUMERIC* and *NOMINAL* attributes. The
+    The tool currently support *INTEGER*, *NUMERIC* and *NOMINAL* attributes. The
     nominal attributes are handled internally as enumerations. Thus when you
-    acces the loaded you will see integer values in their place. 
+    access the loaded data you will see integer values in their place. 
     - "@DATA" denotes that all the lines from next line onwards are data. The 
     data should follow the order that the attributes were presented.
 
@@ -46,7 +46,7 @@ keywords. The available keywords are the following:
 Part of example ARFF file with added explanation.
 
 ```
-@RELATION gaze_labels <-data included in arff
+@RELATION gaze_labels <-description of data included in the ARFF file
 
 %@METADATA width_px 1280 <-recording metadata
 %@METADATA height_px 720

README_360.md

@@ -108,7 +108,14 @@ recorded during dynamic scene viewing, ETVIS 2016
 We would ask you to cite the following paper if you use GTA-VI tool along with
 its 360-degree extension
 
-%TODO will be added in the future
+> @inproceedings{agtzidis2019dataset, <br/>
+>   title={360-degree Video Gaze Behaviour: A Ground-Truth Data Set and a Classification Algorithm for Eye Movements}, <br/>
+>   author={Agtzidis, Ioannis and Startsev, Mikhail and Dorr, Michael}, <br/>
+>   booktitle={Proceedings of the 27th ACM International Conference on Multimedia (MM ’19)}, <br/>
+>   year={2019}, <br/>
+>   organization={ACM}, <br/>
+>   doi={10.1145/3343031.3350947} <br/>
+> }
 
 ## 6. Use with CUDA
 
@@ -149,11 +156,11 @@ Move to the GTA-VI directory and run ./GTA-VI -h for help. Some example
 commands are given below:
 
 ```
-./GTA-VI --vf 360_video.mp4 --af recoding1.arff --pl ioannis_pl --plv "{unassigned, fix, sacc, sp, noise}" --sl ioannis_sl --slv "{unassigned, okn, vor, noise}" --sf test1.arff --fov -f
+./GTA-VI --vf 360_video.mp4 --af recording1.arff --pl ioannis_pl --plv "{unassigned, fix, sacc, sp, noise}" --sl ioannis_sl --slv "{unassigned, okn, vor, noise}" --sf test1.arff --fov -f
 ```
 
 ```
-./GTA-VI --vf 360_video.mp4 --af recoding1.arff --pl ioannis_pl --plv "{unassigned, fix, sacc, sp, noise}" --sf test1.arff -f
+./GTA-VI --vf 360_video.mp4 --af recording1.arff --pl ioannis_pl --plv "{unassigned, fix, sacc, sp, noise}" --sf test1.arff -f
 ```
 
 The explanation of the command line a arguments as return from the tool is given below:
@@ -180,7 +187,7 @@ The current extension displays gaze/head coordinates along with their speed.
 Without any argument the head+eye gaze trace is displayed on all 4 panels along
 with its overlay on the equirectangular. 
 
-By passing the \-\-fov argument the gaze within head (FOV) is diplayed, which
+By passing the \-\-fov argument the gaze within head (FOV) is displayed, which
 is equivalent to the movement of the eye within the eye socket. Also with the
 \-\-fov option the video panel displays only the part of the video that was
 displayed during the experiment in the head mounted display. With this option