List of Publications that use EnvisionBOX

2025

Year	Title	Authors	Module cited
2025	Context Shapes (Proto)Conversations in the First Year of Life	Laudańska, et al.	Analyzing Multi-Party Turn-Taking Behavior
2025	Testing individual and group markers of collaboration in a team-based learning classroom	Chua, et al.	Analyzing Multi-Party Turn-Taking Behavior
2025	Visuospatial experience shapes the form of gestures: Blind speakers gesture with more precise spatial tracking of motion than sighted speakers (preprint)	Mamus, Kanakanti, Özyürek	Body Tracking Using MediaPipe (Envision Bootcamp 2021 Module)
2025	Validating dynamic time warping as a measure of gesture form similarity (preprint)	Akamine, Dingemanse, Özyürek	Using Media-Pipe for full-body tracking, masking, blurring, and movement tracing
2025	Automatic quantification of hand gestures in current and remitted Major Depressive Disorder during oral expression	Louzano-Goupil, et al.	Visual Communication (ViCOM) Tutorial with Exercises: A Complete Kinematic Feature Analysis Pipeline
2025	Automated analysis of clinical interviews indicates altered head movements during social interactions in youth at clinical high-risk for psychosis	Louzano-Goupil, et al.	Face Tracking with Rotations using Mediapipe
2025	The link between eyebrow raises and pitch accents in Estonian: preliminary results from an EMA study	Lipus & Asu	Selecting, smoothing, and deriving measures from motion tracking, and merging with acoustics and annotations in Python
2025	Data collection in multimodal language and communication research: A flexible decision framework (preprint)	Bauer et al.	Multi-Scenario Video and Audio Synchronization and Segmentation
2025	Capturing Motor Signs in Psychosis: How the New Technologies Can Improve Assessment and Treatment?	Lozano-Goupil & Mittal	Multi-Person Tracking With YOLO Ultralytics and Computing Social Proximity

2024

Year	Title	Authors	Module cited
2024	Evaluation of Head Pose Estimation Algorithms for Sign Language Analysis	Sargano, et al.	Face Tracking with Rotations using Mediapipe
2024	Phonetic differences between affirmative and feedback head nods in German Sign Language (DGS): A pose estimation study	Bauer, et al.	Selecting, smoothing, and deriving measures from motion tracking, and merging with acoustics and annotations in Python
2024	Facial expressions in different communication settings: A case of whispering and speaking with a face mask in Farsi	Sardhaei, Żygis, Sharifzadeh	Multimodal Face-Prosody Analysis Using OpenFace and Parselmouth (Envision Bootcamp 2021 Module)

2023

Year	Title	Authors	Module cited
2023	Studying Time Conceptualisation via Speech, Prosody, and Hand Gesture: Interweaving Manual and Computational Methods of Analysis	Uhrig, et al.	Selecting, smoothing, and deriving measures from motion tracking, and merging with acoustics and annotations in Python
2023	On the Relation Between Leg Motion Rate and Speech Tempo During Submaximal Cycling Exercise	Weston, Pouw, Fuchs	Extracting a smoothed amplitude envelope from audio

News

New module on Phoneme-Level Speech-Text Synchronization using the Montreal Forced Aligner (for Python)

EnvisionBox has been shortlisted for the Leo Waaijers open science award 2025!

New module on automatic object tracking and object-to-object overlap detection using SAM2 (Python App)

Satellite event for envisionBOX: Summer school 23-27 June 2025 Amsterdam on "Unboxing Multimodality"

New module on multi-person tracking with YOLO and social proximity calculation (Python)

New module on turn-taking dynamics and entropy (Python)

New module on 3D pose tracking with OpenPose and Pose2sim (Python)!

New module on creating video-embedded animations (Python)

New module on 3D pose tracking from 2D video data (Python)!

New module that goes into dynamic dashboards (Python)!

New module that goes into full body tracking with Mediapipe (Python)!

New module that goes into multimodal data wrangling in Python!

Get in touch

You can get in touch with any contributor of particular teaching modules. Emails are generally provided in the modules themselves. If you want to reach out to the main overseeing contributors than you can reach out to any of these people: