• Liselore Tissen
• Sanne Frequin
• Ruben Wiersma

• digitization
• history
• images
• visual art

This paper presents a methodological solution of approaching the problem of restoring the medieval Crucifixion of the Lindau Master (c. 1425) by combining the knowledge of art historians, restorers and by integrating modern 3D technologies before, during, and after the restoration.

• Quintus van Galen

• images
• digitization
• history
• media history

Analysis of historical periodicals through digital tools is still a predominantly text-based field. This paper seeks to expand the toolbox of researchers of these sources, and addresses the observed capability gap, by proposing a new technique for the discovery of appearance patterns in historical newspaper collections.

• Sabine Lang
• Björn Ommer

• images
• visual art
• digital
• machine learning

Highlighting the potential of computational vision to analyze artistic images, creating new knowledge from previously known ideas.

• Matthia Sabatelli
• Nikolay Banar
• Marie Cocriamont
• Eva Coudyzer
• Karine Lasaracina
• Walter Daelemans
• Pierre Geurts
• Mike Kestemont

• tools
• music
• images
• machine learning
• visual art

In this paper, we present MINERVA, the first benchmark dataset for the detection of musical instruments in non-photorealistic, unrestricted image collections from the realm of the visual arts.

• Jason Mittell

• moving images
• images
• cultural criticism
• digitization
• sound
• visual art

Following upon the strain of digital humanities practice that Mark Sample terms the deformed humanities, this essay subjects a single film to a series of deformations: the classic musical Singin' in the Rain.

• Stefania Scagliola

• moving images
• sound
• dh
• media studies
• images

This is an interview on the founding of the ADHO AVinDH Special Interest Group.

• Taylor Arnold
• Stefania Scagliola
• Lauren Tilton
• Jasmijn Van Gorp

• images
• dh
• media studies
• moving images
• sound
• visual art
• philosophy

This is the introduction to the special issue on AudioVisual data in DH.

• Jenny Oyallon-Koloski
• Dora Valkanova
• Michael J. Junokas
• Kayt MacMaster
• Sarah Marks Mininsohn

• images
• tools
• moving images
• performance

We argue for the value of motion capture-driven research that moves audiovisual analysis in a performative direction to integrate the dancer/researcher into the cinematic space.

• Mark Williams
• John Bell

• history
• media studies
• data curation
• archives
• images
• project management

This essay details the development and current NEH-funded research goals of The Media Ecology Project (MEP), directed by Prof. Mark Williams and designed by Dr. John Bell at Dartmouth.

• Michael J. Kramer

• images
• digitization
• interdisciplinarity
• sound
• gender

I investigate how digital image sonification amplifies issues of gender, power, embodiment, spectacle, performance, hierarchy, and performance in a photograph of Joan Baez` performing at the Greek Amphitheater in Berkeley, California, during the early 1960s.

• Eef Masson
• Christian Gosvig Olesen
• Nanne van Noord
• Giovanna Fossati

• moving images
• digitization
• archives
• information retrieval
• images

Discusses the Sensory Moving Image Archive project and its use of computer vision and feature extraction in video analysis

• Manuel Burghardt
• Adelheid Heftberger
• Johannes Pause
• Niels-Oliver Walkowski
• Matthias Zeppelzauer

• images
• moving images
• pedagogy
• glam
• archives
• information retrieval
• media studies

Introduction to Film Studies Special Issue

• Lawrence Evalyn
• C. E. M. Henderson
• Julia King
• Jessica Lockhart
• Laura Mitchell
• Suzanne Conklin Akbari

• project report
• social media
• cultural criticism
• glam
• images

The authors consider the affective community created by a shared Slack workspace, as well as the ways in which it erodes the boundaries of the personal and professional.

• Cody Mejeur

• games
• images
• tools
• data visualization
• users
• archives

Explores the use of ImagePlot for analyzing video game narratives

• Ana Jofre
• Vincent Berardi
• Kathleen P.J. Brennan
• Aisha Cornejo
• Carl Bennett
• John Harlan

• images
• project report
• machine learning
• annotation
• tools
• archives
• corpora
• area studies

This is a case study that demonstrates how the authors' software can be used to extract and annotate faces from a magazine archive.