DB Attic StudiosEthical Considerations in Emotion Recognition Research
D. Barker, M.K.R. Tippireddy, A. Farhan, and B. Ahmed
Psychology International, vol. 7, no. 2, p. 43, 2025
Research
Research & publications
Peer-reviewed work by Dr. Darlene Barker spanning emotion recognition, machine learning and human-computer interaction.
2Journal articles
2Conference papers
2Book chapters
8Presentations
5Supervised publications
1Award
Journal articles
Thelxinoë: Recognizing Human Emotions Using Pupillometry and Machine Learning
D. Barker and H. Levkowitz
Machine Learning and Applications: An International Journal (MLAIJ), vol. 11, no. 1, pp. 1–14, Mar. 2024
Conference proceedings
Thelxinoë for Emotion Recognition and Touch Processing
Second Best Paper CertificateD. Barker and H. Levkowitz
2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET), IEEE, 2023, pp. 21–26
Emotions in Virtual Reality
D. Barker and H. Levkowitz
7th International Conference on Computer Science and Information Technology (CSTY 2021), vol. 11, CS & IT – CSCP, 2021, pp. 39–46
Book chapters
Harmonia
A. Anthireddygari and D. Barker
in Lecture Notes in Electrical Engineering, V.K. Gunjan et al., Eds., Springer, 2025 (forthcoming). In press — link available upon publication.
Thelxinoë: Partial Facial Emotion Recognition Using Gradient Boosting and CNN-LSTM
D. Barker and H. Levkowitz
in Lecture Notes in Electrical Engineering, V.K. Gunjan et al., Eds., Springer, 2025 (forthcoming). In press — link available upon publication.
Supervised graduate research
Independently designed and led graduate research within the classroom, from conception through publication, without external funding or research assistance. Published in InSight Academic Journal, vol. 20, no. 1, Fall 2025. ISSN 1559-9388.
Emotion Detection Using EEG Signals: A Summary
Nikhil Teja B. V., Yogitha Devarapally, Scarlet Alvakonda, Amara Jyothi Turlapati, and D. Barker
InSight Academic Journal, vol. 20, no. 1, Fall 2025. ISSN 1559-9388
A Summary of Emotion Recognition in Video Games
Bhaskar Abburi, Akash Reddy Reddy, Haran Kumar Ravalkole, Akhil Bochu, Kishore Dhulipalla, Santosh Kumar Pooja, and D. Barker
InSight Academic Journal, vol. 20, no. 1, Fall 2025. ISSN 1559-9388
A Review of Emotion Recognition in Marketing
Rmaya Reddy Buthukur, Sai Kiran Konakati, Anmisha Ragi Reddy, and D. Barker
InSight Academic Journal, vol. 20, no. 1, Fall 2025. ISSN 1559-9388
Green Technology Adoption in Various Industries
Hema Vanarasi, Mahesh Kakkera, and D. Barker
InSight Academic Journal, vol. 20, no. 1, Fall 2025. ISSN 1559-9388
Emotion Recognition Using Pupillometry and Deep Learning
Venkatasai Gorantla, Anoohya Vasantada, Bhavanika Arthimalla, and D. Barker
InSight Academic Journal, vol. 20, no. 1, Fall 2025. ISSN 1559-9388
Conference presentations
Thelxinoë: Partial Facial Emotion Recognition Using Gradient Boosting and CNN-LSTM
4th International Conference on Computational Intelligence in Machine Learning (ICCIML-2024)
Harmonia
4th International Conference on Computational Intelligence in Machine Learning (ICCIML-2024)
Lightning Talk Presentation
2023 Grad Cohort Workshop for Inclusion, Diversity, Equity, Accessibility, and Leadership Skills (IDEALS) — Honolulu, Hawaii
Thelxinoë for Emotion Recognition and Touch Processing
Second Best Paper Certificate2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) — Hammamet, Tunisia
IEEE ISMAR 2022 – Tutorials
IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) — Singapore
Emotions and Touch in Virtual Reality
Tutorial — IEEE Virtual Reality Conference (VR 2022)
Emotions in Virtual Reality
7th International Conference on Computer Science and Information Technology (CSTY 2021), Vol. 11, pp. 39–46
Emotion in Virtual Reality
Tutorial — IEEE Virtual Reality Conference (VR 2021)