Sources

The Future of Emotion Recognition in Machine Learning

  1. E. Fox et al. "Facial Expressions of Emotion: Are Angry Faces Detected More Efficiently?" PMC.org, 2007
  2. A. Martinez and S. Du. "How fast can we recognize facial expressions of emotion?" Journal of Vision, 2010
  3. E. Liaci et al. "Mona Lisa is always happy – and only sometimes sad." Scientific Reports, 2017
  4. N. Carlis. "Cognitive scientists explain why Mona Lisa's smile was not genuine." Salon, 2019
  5. Markets and Markets. "Emotion Detection and Recognition Market." Markets and Markets, 2019
  6. S. Parkin. "The rise of the deepfake and the threat to democracy." The Guardian, 2019
  7. M. NConde. "Can you believe your eyes? How deepfakes are coming for politics." The Financial Times, 2019
  8. D. Thomas. "Deepfakes: A threat to democracy or just a bit of fun?" BBC, 2020
  9. S. Agarwal et al. "Protecting World Leaders Against Deep Fakes." Computer Vision Foundation, 2019
  10. W. M. Wubet. "The Deepfake Challenges and Deepfake Video Detection." International Journal of Innovative Technology and Exploring Engineering, 2020
  11. E. Loth et al. "Facial expression recognition as a candidate marker for autism spectrum disorder." Molecular Autism, 2018
  12. K.P. Kumar et al. "Facial Emotion Recognition for Autism Children." International Journal of Innovative Technology and Exploring Engineering, 2020
  13. "The Autism Glass Project at Stanford Medicine." Standford University, 2019
  14. Duke, Pratt School of Engineering. "Researchers Are Using Machine Learning to Screen for Autism in Children." Pratt School of Engineering, 2019
  15. J. Wu. "Artificial Intelligence and Autism." Digital Agenda, 2019
  16. M. Long. "Some Fleets Reluctant to Add Driver-Facing Cameras." Transport Topics, 2019
  17. B. Dickson. "Your Next Car Will Be Watching You More Than It's Watching the Road." Gizmodo, 2019
  18. J. Still. "Is artificial intelligence the next step in advertising?" The Guardian, 2015
  19. Sackett Catalogue of Bias Collaboration, E. A. Spencer, K. Mahtani. "Hawthorne bias." Catalogue Of Bias, 2017
  20. F. Ridler. "Artificial intelligence and face scanning technology is being used in UK job interviews for the first time to identify best candidates" Mail Online, 2019
  21. S Wallarchive, H. Schellmannarchive. We tested AI interview tools. Here’s what we found. 2021
  22. AG Halberstadt, Racialized Emotion Recognition Accuracy and Anger Bias of Children’s Faces, 2020
  23. H. K. Wong et al. "The Own-Race Bias for Face Recognition in a Multiracial Society." Frontiers in Psychology, 2020
  24. A. Perera, What is the Hawthorne Effect?, 2021
  25. A. Chen. "The AI hiring industry is under scrutiny—but it’ll be hard to fix." MIT Technology Review, 2007
  26. D. Harwell. "Rights group files federal complaint against AI-hiring firm HireVue, citing ‘unfair and deceptive’ practices." The Washington Post, 2019
  27. S. Daniel. "Leading companies in Korea use AI to recruit employees and netizens to find ways to cope." TipsMake, 2020
  28. Reuters. "South Korean job applicants are learning to trick AI hiring bots that use facial recognition tech." South China Morning Post, 2020
  29. R. Miller. "Comedy club uses facial recognition to charge by the laugh." The Verge, 2014
  30. "Sky Biometry API." SkyBiometry, 2020
  31. Microsoft. "Cognitive Emotion .NET Core." GitHub, 2020
  32. "Cloud Vision API." Google, 2020
  33. "Amazon Rekognition: Emotion." Amazon Web Services, 2020
  34. J. Nemer. "Google Vision vs. Amazon Rekognition: A Vendor-Neutral Comparison." Cloud Academy, 2019
  35. S. Narayanan. "Emotional Recognition System US Patent." Google Patents, 2006
  36. M. Tillman. "What are Animoji? How to create and use Apple's animated emoji." Pocket-lint, 2020
  37. J. Kahn. "Apple acquires ‘Emotient’ facial expression & emotion detection technology." 9To5MAc, 2016
  38. S. Khullar et al. "Intelligent Software Agent US Patent." US Patent and Trademark Office, 2019
  39. W. Gallagher. "Future versions of Apple's Siri may interpret your emotions." Apple Insider, 2019
  40. D. Dupre et al. "A performance comparison of eight commercially available automatic classifiers for facial affect recognition." PLOS ONE, 2020
  41. Nature Video. "Skin deep: How scientists are studying expression." YouTube, 2020
  42. R. E. Jack et al. "Internal Representations Reveal Cultural Diversity in Expectations of Facial Expressions of Emotion." Journal of Experimental Psychology, 2012
  43. "Facial Action Coding System." Paul Ekman Group, 2020
  44. "About the ‘Lie To Me’ TV Show." Paul Ekman International, 2020
  45. S. Fischer. "About Face: Emotions and Facial Expressions May Not Be Related." Boston Magazine, 2013
  46. S. Weinberger. "Airport security: Intent to deceive?" Nature, 2010
  47. Vision Times Staff. "Emotion recognition is China’s new surveillance craze." Vision Times, 2019
  48. O. Khazan. "Why Some Cultures Frown on Smiling." The Atlantic, 2016
  49. C. Chen et al. "Distinct facial expressions represent pain and pleasure across cultures." PNAS, 2018
  50. N. Algaraawi and T. Morris. "Study on Aging Effect on Facial Expression Recognition." World Congress on Engineering, 2016
  51. A. Chen. "Computers can’t tell if you’re happy when you smile." MIT Technology Review, 2019
  52. D. McDuff. "A large-scale analysis of sex differences in facial expressions." PLOS ONE, 2017
  53. T. Wingenbach et al. "Sex differences in facial emotion recognition across varying expression intensity levels from videos." PLOS ONE, 2018,
  54. Noor M et al. "Facial Expression Recognition (FER) of Autism Children using Deep Neural Networks"
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