This article has Open Peer Review reports available.
VREX: an open-source toolbox for creating 3D virtual reality experiments
© The Author(s). 2017
Received: 9 October 2016
Accepted: 6 February 2017
Published: 14 February 2017
We present VREX, a free open-source Unity toolbox for virtual reality research in the fields of experimental psychology and neuroscience.
Different study protocols about perception, attention, cognition and memory can be constructed using the toolbox. VREX provides a procedural generation of (interconnected) rooms that can be automatically furnished with a click of a button. VREX includes a menu system for creating and storing experiments with different stages. Researchers can combine different rooms and environments to perform end-to-end experiments including different testing situations and data collection. For fine-tuned control VREX also comes with an editor where all the objects in the virtual room can be manually placed and adjusted in the 3D world.
VREX simplifies the generation and setup of complicated VR scenes and experiments for researchers. VREX can be downloaded and easily installed from vrex.mozello.com
KeywordsVirtual reality Toolbox Change blindness Attention Spatial perception Memory
Conducting both ecologically valid and at the same time highly controlled psychological and neuroscientific experiments is a notoriously difficult task, preventing it from widespread use . Controlling or manipulating every variable in real life is often not possible (e.g. making a couch silently disappear in an instance), too expensive (constructing a special building just for an experiment) or even dangerous (confronting someone with a hungry lion). Hence, researchers commonly settle to present 2D images on a computer screen. Obviously such conditions lack many real-life features and make it questionable how much of the cognition happening in the natural world can be captured in these simplified model environments .
However, 3D virtual reality environments are starting to provide a reasonable compromise between the expensive real-world and simplified computer screen experiments [2–4]. Head mounted displays (HMD) can render computer-generated quasi-realistic natural scenes, giving the experimenter more control over details of the environment, and allow near-perfect reproduction of the experimental setting between participants . As the virtual environment inside a HMD is projected spherically all around the person when turning one’s head, this approach also gives more freedom of movement to the study participant, who is no longer confined to look only in a single narrow direction towards the computer monitor. Various studies can profit from a virtual reality implementation, as opposed to the "standard" computer screen version. Such topics include spatial navigation, perception and motor control . Modern VR systems are capable of high level of immersion and the feeling of presence, as wider field of view, precise head tracking, improved visuals and audio have all been shown to increase participants’ subjective illusion of actually being in the virtual world . Here, presence refers to the perception of one's surrounding as mediated by both automatic and controlled mental processes, an experience of a different reality . High level of presence in a virtual study environment might yield stronger cognitive ethology , resembling the high perceptual and computational demands present in real life behaviors [4, 9].
Recently launched consumer grade VR headsets such as the Oculus Rift and HTC Vive allow 360° optical tracking and up to 16 square meters of movement space, while at the same time being affordable. These hardware breakthroughs in the last few years have made VR technology available for almost any lab studying experimental psychology. Also, major game engines such as Unity (Unity Technologies) and Unreal Engine (Epic Games, Inc) now have built-in VR support straight out of the box. However, this new research paradigm requires specialized knowledge in software and hardware technology in order to create immersive and presence-inducing virtual realities. In particular, knowledge of 3D modeling and texturing, game engine logic and scripting are all needed.
Many psychology labs still lack these competences. The primary aim of the Virtual Reality Experiments (VREX) Toolbox is to help psychology researchers easily create experiments for virtual reality setups by providing an open-source software suites as an Unity add-on and standalone version (see additional files 1 and 2), documentation and a web platform. Next we present related works, detailed descriptions of toolbox features and two possible use cases.
Why VREX: Related work
There are a wide variety of Unity add-ons assisting the generation of interactive virtual worlds, such as Playmaker , Adventure Creator  and ProBuilder  to name a few. Yet these toolboxes are very general-purpose. There also exists some software applications similar to VREX in terms of simplifying the creation of VR experiments for psychological research, e.g. MazeSuite  and WorldViz Vizard . The list of compared software is not comprehensive and here we briefly describe only two of them with key differences to VREX.
MazeSuite is a free toolbox that allows easy creation of connected 3D corridors. It enables researchers to perform spatial and navigational behavior experiments within interactive and extendable 3D virtual environments . Although the user can design mazes by hand and fill them with objects, it is difficult to achieve the look and feel of a regular apartment. This is where VREX differs, having been designed for indoor experiments in mind from the beginning. Another noticeable difference is that MazeSuite runs as a standalone program, while VREX can be embedded inside Unity Game Engine, allowing for more powerful features, higher visual quality and faster code iterations in our experience.
WorldViz Vizard gives researchers the tools to create and conduct complex VR-based experiments. Researchers of any background can rapidly develop their own virtual environments and author complex interactions between environment, devices, and participants . Although Vizard is visually advanced, this comes at a price of the licence fee to remove time restrictions and prominent watermarks. VREX matches the graphical quality of Vizard with the power of Unity 5 game engine, while staying open source and free of charge (Unity license fees may apply for publishing).
As any software matures, more features tend to be added by the developers. This in term means more complex interfaces that might confuse the novice user. The advantage of VREX is the narrow focus to specific types of experiments, allowing for clear design and simple workflow.
Graphical User Interface
VREX currently supports two experimental paradigms - change blindness and false memory. Objects marked in the change blindness experiment can be modified whenever the object falls outside the field of view of the VR headset. The researcher can choose to change the object’s visibility, colour, or location (Fig. 6c). The chosen appearance change will alternate between two states. After identifying the change in an experiment, the participant can click the response button, which logs the response time. A cursor then appears in the centre of view in the response phase to aid selection. The participant can point at the suspected object with the centre of view of the headset and clicking the response button again will save the answer. After that the next level is automatically loaded.
In false memory related experiments VREX supports logging all the objects seen by the participant during a trial and later modifying their position in a room or presenting them for cued recall. Recall only contains items seen by the participant and optionally distractor items chosen by the experimenter. Recall can also have a set time limit. VREX currently supports two modes of recall - objects are either placed in an empty field or shown one by one. The participant must select all previously seen objects by moving close to the object and pressing the response key or answering yes/no in the case of one by one presentations.
After the environments have been finalized, experiment creation can begin. A new experiment must have a type, either change blindness or false memory. Each type has a specific set of options available regarding the time limits and test levels. Next the researcher can sequence all necessary environments in an ordered or randomized groups, add instructions to the participant and set appropriate test conditions.
Adding custom models
Some experiments call for specific 2D or 3D objects that are not available in the standard VREX project library. Bringing in custom models involves using the standard Unity import pipeline and creating prefabs with specific properties outlined in the user manual. Prefab objects must have a tagged interconnector component attached and an origin point at the base of the geometry. For optimal performance, objects should not have an excessive polygon count. There is also a tutorial video detailing the whole process here: https://youtu.be/6YvTJsYvkxc.
Spatial audio integration
Spatial audio improves immersion in virtual reality . The toolbox allows for easy placement of 3D sounds within the environments through the 3D editor, without using the standard Unity menus (Fig. 6, upper right). The implementation uses Unity built-in spatial audio algorithms and head-related transfer functions to create realistic sound transformations. For performance reasons it is advised to keep the total number of 3D sounds low.
Four different locomotion systems
In most experiments the participant must be able to move around large virtual environments in conditions where the real space is limited. There are options in the Unity inspector window to choose the locomotion system for a given experiment. This can be either regular movement with the gamepad or keyboard, teleportation between points (using the default “j” key) or incremental movement and turning. There is also an option to automatically move the participant on a previously defined path. This option can be set up in the 3D editor.
Data logging and timing
Every time an experiment is run through VREX, a data log is created in the VREX system folder under Results. The following is logged by default: Participant ID, start time of the experiment, current environment, environment order, test type, score (correct or false answer) and elapsed time. In case of change blindness and memory experiments additional parameters are stored, such as change count, changed object(s) and participants answer(s). Time is measured with millisecond precision.
Template experiment for custom developments
A more experienced user may want to modify or extend the functionalities of VREX. A collection of template scripts with basic elements in place to develop a custom experiment with new behaviours can be found under the assets folder in the Unity project. For example it is possible to create a script for tracking the user’s trajectory for spatial navigation tasks inside the environments, change the input scheme, add parameters that should be logged during an experiment or tweak the user interface for the participant.
Compatibility and extensibility
Different labs have different setups. The toolbox currently only works with the Oculus Rift DK2 and CV1 headsets due to the way the virtual camera is implemented. Other peripherals such as Leap Motion hand tracker or the HTC Vive VR headset can be introduced via the standard Unity interface.
VREX is designed to allow easy creation of indoor VR environments and specific experiments. Although the software is far from being complete, it can already be used for practical research by novice programmers. Detailed examples of both change blindness and false memory experiment types are described below.
Example 1 - building a change blindness experiment
Example 2 - building a false memory experiment
False memory occurs when an individual remembers events that did not happen or were different in reality . Studying false memory with VREX is again greatly simplified with a built in memory experiment template and a clear menu system. For example we can study if participants mistakenly remember seeing objects in the environment that were not present. First we create the environment by generating a series of connected rooms placed procedurally and then automatically populate the rooms with objects. In the experiment window we determine the study design, assign text blocks (e.g. instructions to the user) and test procedures (e.g. yes/no recognition test). Once the participant has experienced every virtual room in the experiment, they are “teleported” to the recognition test level and asked if they recall seeing different objects one by one. Some objects previously seen by the participant are automatically replaced with distractors by the toolbox. The memory performance of the participant is assessed according to signal detection theory by counting true hits (answering “yes” on objects that were presented), false alarms (answering “yes” to objects not presented), correct rejections (answering “no” to objects not presented) and misses (answering “no” to objects that were present). The participants answers are recorded and logged, so further data analysis can take place outside of VREX.
VREX user interface is designed with very specific tasks in mind. This means that many options are limited and the user can not access the full potential of Unity through the toolbox menus. For general ease of use all key bindings are currently hardcoded and can not be easily remapped by the user, and this could be problematic for some types of experimental plans. Convenient access to such settings is where MazeSuite and WorldViz Vizard currently outperform VREX.
Another limitation is that as VREX relies heavily on Unity 5, major future updates to the game engine may cause compatibility errors. This is common for all add-ons and recommended Unity version numbers should be noted when using the toolbox. For the standalone version of VREX this is not an issue.
We have presented VREX, a Unity toolbox for VR research in psychology. By adding many powerful features and a simple user interface, the tool is designed to empower researchers with no or little prior knowledge in game engines to start working with VR. Together with the community we aim to develop the application further. The website of the VREX toolbox can be found on the following link: vrex.mozello.com.
Availability and requirements
Project name: VREX: A UNITY® TOOLBOX FOR VR EXPERIMENTS.
Project home page: http://vrex.mozello.com/.
Archived version: https://drive.google.com/open?id=0B97-aac1_IQ5eEdiaW83TkZsa2c.
Operating system: Microsoft Windows.
Programming language: C#.
Other requirements: Unity Engine 5 (none for standalone version).
License: Creative Commons BY-SA licence.
Any restrictions to use by non-academics: none.
The authors would like to thank Kristiina Kompus, Andero Uusberg and Helen Uusberg for early input; Egon Elbre and Ardi Tampuu for consulting on how to build the result database; Iiris Tuvi, Liisi Kööts-Ausmees and Kristiina Kompus for alpha testing; Computational Neuroscience Lab and Department of Psychology of the University of Tartu.
PUT-438 by Estonian Research Council.
MV, TK, RV & JA designed the general principles of the toolbox. MV created the visual elements. TK designed the user interface. MK & KK programmed the main functionalities. VS & MM programmed additional functionalities. MV & JA wrote the manuscript. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Consent for publication
Ethics approval and consent to participate
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
- Thomas D, P. (2015). Virtual Reality for Enhanced Ecological Validity and Experimental Control in the Clinical, Affective, and Social Neurosciences. Frontiers In Human Neuroscience, Vol 9 (2015), doi:https://doi.org/10.3389/fnhum.2015.00660/full
- Karacan H, Cagiltay K, Tekman HG. Change detection in desktop virtual environments: An eye-tracking study. Comput Hum Behav. 2010;26:1305–13. doi:https://doi.org/10.1016/j.chb.2010.04.002.View ArticleGoogle Scholar
- Jordan W., S. (2015). Immersive Virtual Environment Technology to Supplement Environmental Perception, Preference and Behavior Research: A Review with Applications. International Journal Of Environmental Research And Public Health, Vol 12, Iss 9, Pp 11486–11505 (2015), (9), 11486. doi:https://doi.org/10.3390/ijerph120911486
- Scarfe P. & Glennerster A. Using high-fidelity virtual reality to study perception in freely moving observers. Journal of Vision. 2015. doi: https://doi.org/10.1167/15.9.3
- Triesch J, Ballard DH, Hayhoe MM, Sullivan BT. What you see is what you need. J Vision. 2003;3(1):86–94.View ArticleGoogle Scholar
- Hoffman, H. G., Sharar, S. R., Coda, B., Everett, J. J., Ciol, M., Richards, T., & Patterson, D. R. (2004). Manipulating presence influences the magnitude of virtual reality analgesia. Pain, 111162–168. doi:https://doi.org/10.1016/j.pain.2004.06.013
- Pillai JS, Schmidt C, Richir S. Achieving presence through evoked reality. Frontiers In Psychology. 2013. doi: https://doi.org/10.3389/fpsyg.2013.00086
- Smilek D, Birmingham E, Cameron D, Bischof W, Kingstone A. Cognitive ethology and exploring attention in real-world scenes. Brain Res. 2006;1080(1):101–19. doi:https://doi.org/10.1016/j.brainres.2005.12.090.View ArticlePubMedGoogle Scholar
- Shinoda H, Hayhoe MM, Shrivastava A. What controls attention in natural environments. Vis Res. 2001;41:3535–45.View ArticlePubMedGoogle Scholar
- PlayMaker. http://www.hutonggames.com/. Accessed 13 Jan 2017
- Adventure Creator. http://adventurecreator.org/. Accessed 13 Jan 2017
- ProBuilder. http://www.procore3d.com/probuilder/. Accessed 13 Jan 2017
- Ayaz H, Allen SL, Platek SM, Onaral B. Maze Suite 1.0: a complete set of tools to prepare, present, and analyze navigational and spatial cognitive neuroscience experiments. Behav Res Methods. 2008;40(1):353–9. doi:https://doi.org/10.3758/BRM.40.1.353.View ArticlePubMedGoogle Scholar
- WorldViz Vizard. http://www.worldviz.com/virtual-reality-industries-academic-research/. Accessed July 20, 2016.
- Simons DJ, Rensink RA. Change blindness: past, present, and future. Trends Cogn Sci. 2005;9(1):16–20.View ArticlePubMedGoogle Scholar
- Vasser M, Kängsepp M, & Aru J. Change Blindness in 3D Virtual Reality. 2015. arXiv:1508.05782Google Scholar
- Laney C, Loftus EF. Recent advances in false memory research. South African Journal Of Psychology. 2013;43(2):137–46. doi:https://doi.org/10.1177/0081246313484236.View ArticleGoogle Scholar