AI in Emotional and Visual Exploration

By leveraging digital tools, museums can create personalized, immersive, and reflective experiences that deepen our emotional and intellectual connection with existing artworks. Two given projects exemplify how technology can transform art perception: Sensitive Pictures and SMKExplore. Both initiatives demonstrate how technologies such as Affective Computing, machine learning, and interactive design can redefine visitor engagement.

Emotional Journeys with Sensitive Pictures

Sensitive Pictures, a collaboration with the Munch Museum, uses Affective Computing to explore the emotional dimensions of art. Visitors begin their journey by selecting an emotion from options such as love, self-confidence, fear, sadness, obsession, and passion. A mobile app then guides them to paintings associated with their chosen emotion, enriching the viewing experience with layered narratives that combine emotional storytelling, factual insights, and reflective prompts.

Afterward, visitors participate in a simulated conversation with a fictionalized Edvard Munch. The voice on the phone then talked to the visitor about their experience and emotions. Drawing on the data from the web app, “Munch” talked about the painting that the visitor had reported the strongest emotional reaction to as measured by their self-reported values of arousal.

This approach integrates subjective and objective elements, combining self-reported emotions with facial expression analysis. Visitors are presented with a postcard summarizing their emotional data as a keepsake. The result is an experience that not only fosters deep personal reflection but also highlights the interplay between technology and human interpretation.

While most participants described the experience as emotionally impactful and meaningful, challenges emerged in capturing emotions. Both self-reporting and computer vision methods were limited by the complexities of human feelings and the contextual constraints of a museum environment. Nevertheless, Sensitive Pictures succeeded in encouraging visitors to connect emotionally with the art and reflect on their inner states.

Visual Exploration with SMKExplore

SMKExplore focuses on using machine learning for interactive art exploration. This web application employs object detection to allow visitors to browse a museum’s digital collection through specific objects depicted in paintings. By enabling users to navigate from details (e.g., a flower or chair) to the full artwork, SMKExplore offers a bottom-up, open-ended exploration experience.

Participants found this approach intuitive and engaging, often discovering patterns and recurring motifs across different artworks and styles. By isolating objects from their original contexts, the application encouraged users to notice details they might otherwise overlook. Many reported that this method inspired them to think more deeply about the complexity and craftsmanship behind each painting.

Moreover, SMKExplore highlighted the potential of machine learning to enhance art appreciation by revealing connections across large collections. This approach not only provides a fresh perspective on familiar works but also invites visitors to reflect on their personal interests and preferences when engaging with art.

The Broader Implications

Both Sensitive Pictures and SMKExplore illustrate the transformative potential of technology in museums. By incorporating emotional narratives, interactive interfaces, and data-driven insights, these projects create multidimensional experiences that challenge traditional modes of art interpretation. Visitors are no longer passive observers but active participants, engaging with art on intellectual and emotional levels.

These innovations also raise important questions about the role of technology in shaping our relationship with art. How do algorithmic interpretations influence our emotional responses? Can technology truly capture the depth of human experience? While these questions remain open, one thing is clear: the integration of technology into museum practices is unlocking new possibilities for art perception, making it more accessible, personal, and reflective.

As museums continue to experiment with digital tools, they have the opportunity to reimagine how we experience and connect with art. Whether through emotional storytelling or interactive exploration, technology is helping to create museum visits that resonate long after we’ve left the gallery.

References:

https://arxiv.org/pdf/2403.19174

https://arxiv.org/pdf/2203.01041

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