--- title: "Meaning & Key Takeaway of: My Ph.D. is in computer vision and…" description: "\"My Ph.D. is in computer vision and machine learning. I developed software that can read your emotions from your face as part of my doctorate work.\" — R..." image: "https://sms4smile.com/quotes/i/94b/rana-el-kaliouby-8316_computers_my-ph-d-is-in-computer-vision-and-machin_2766786.jpg" --- # My Ph.D. is in computer vision and machine learning. I… ![“My Ph.D. is in computer vision and machine learning. I developed software that can read your emotions from your face as part of my doctorate work.” quote by Rana el Kaliouby](https://sms4smile.com/quotes/i/94b/rana-el-kaliouby-8316_computers_my-ph-d-is-in-computer-vision-and-machin_2766786.jpg) [Download](https://sms4smile.com/quotes/i/94b/rana-el-kaliouby-8316_computers_my-ph-d-is-in-computer-vision-and-machin_2766786.jpg) [Open image](https://sms4smile.com/quotes/i/94b/rana-el-kaliouby-8316_computers_my-ph-d-is-in-computer-vision-and-machin_2766786.jpg) > “My Ph.D. is in computer vision and machine learning. I developed software that can read your emotions from your face as part of my doctorate work.” [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. She highlights how her doctoral research created technology that interprets facial expressions to infer emotional states. **In simple terms:** Her Ph.D. work built emotion‑reading software. Key Takeaway Apply emotion AI responsibly. Themes technology emotion ethics AI Mood thoughtful analytical Type informative inspirational When to use this quote - healthcare - customer service - security - human‑computer interaction Key Concepts computer vision machine learning affective computing Questions to Reflect On - How can we protect privacy with emotion AI? - What biases might affect facial emotion detection? A Different Perspective Potential privacy concerns and misinterpretation of emotions. ★ ★ ★ ★ ★ No ratings yet [Computers](https://sms4smile.com/quotes/about/computers/) [Doctorate](https://sms4smile.com/quotes/about/doctorate/) [Dreams](https://sms4smile.com/quotes/about/dreams/) [Emotions](https://sms4smile.com/quotes/about/emotions/) [Learning](https://sms4smile.com/quotes/about/learning/) [Programming](https://sms4smile.com/quotes/about/programming/) [Vision](https://sms4smile.com/quotes/about/vision/) [Work](https://sms4smile.com/quotes/about/work/) ## Related quotes > [I received an honorary doctorate for my work. Maybe one of these works is considered the equivalent of a Ph.D.](https://sms4smile.com/quotes/iris-chang/i-received-an-honorary-doctorate-for-my-work-maybe-one-of-these-works/) [Iris Chang](https://sms4smile.com/quotes/author/iris-chang/) > [I think, in the future, we'll assume that every device just knows how to read your emotions.](https://sms4smile.com/quotes/rana-el-kaliouby/i-think-in-the-future-we-ll-assume-that-every-device-just-knows-how/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [If I'm talking to someone and they're feeling a certain way, I will definitely tie into that very quickly. You have to learn to…](https://sms4smile.com/quotes/henry-cavill/if-i-m-talking-to-someone-and-they-re-feeling-a-certain-way-i-will/) [Henry Cavill](https://sms4smile.com/quotes/author/henry-cavill/) > [“Like a book that’s never read, the emotions are lost unless given weight and breath and voice.”](https://sms4smile.com/quotes/emma-scott/like-a-book-that-s-never-read-the-emotions-are-lost-unless-given/) [Emma Scott](https://sms4smile.com/quotes/author/emma-scott/) > [People have a natural tendency to read emotions out of faces, so when you see a face that is hyperreal but without the life…](https://sms4smile.com/quotes/hiro-murai/people-have-a-natural-tendency-to-read-emotions-out-of-faces-so-when/) [Hiro Murai](https://sms4smile.com/quotes/author/hiro-murai/) > [“I wondered if Grover could still read my emotions, mixed up as they were.”](https://sms4smile.com/quotes/rick-riordan/i-wondered-if-grover-could-still-read-my-emotions-mixed-up-as-they/) [Rick Riordan](https://sms4smile.com/quotes/author/rick-riordan/) > [“Indeed, the best experts for performing such diagnosis may soon be AI systems, given the rapid progress in computer vision and deep learning.”](https://sms4smile.com/quotes/max-tegmark/indeed-the-best-experts-for-performing-such-diagnosis-may-soon-be-ai/) [Max Tegmark](https://sms4smile.com/quotes/author/max-tegmark/) > [There is great potential to use computer vision technology in a constructive and benevolent way.](https://sms4smile.com/quotes/fei-fei-li/there-is-great-potential-to-use-computer-vision-technology-in-a/) [Fei-Fei Li](https://sms4smile.com/quotes/author/fei-fei-li/) > [A lot of the future of search is going to be about pictures instead of keywords. Computer vision technology is going to be a…](https://sms4smile.com/quotes/ben-silbermann/a-lot-of-the-future-of-search-is-going-to-be-about-pictures-instead/) [Ben Silbermann](https://sms4smile.com/quotes/author/ben-silbermann/) > [When David Marr at MIT moved into computer vision, he generated a lot of excitement, but he hit up against the problem of knowledge…](https://sms4smile.com/quotes/marvin-minsky/when-david-marr-at-mit-moved-into-computer-vision-he-generated-a-lot/) [Marvin Minsky](https://sms4smile.com/quotes/author/marvin-minsky/) > [COMPUTER VISION SYNDROME...and now I m officially sick because of this website :( doctors are saying tht I shouldn't use laptop anymore :( I…](https://sms4smile.com/quotes/ritesh/computer-vision-syndrome-and-now-i-m-officially-sick-because-of-this/) [Ritesh](https://sms4smile.com/quotes/author/ritesh/) > [Computer vision and machine learning have really started to take off, but for most people, the whole idea of what is a computer seeing…](https://sms4smile.com/quotes/mike-krieger/computer-vision-and-machine-learning-have-really-started-to-take-off/) [Mike Krieger](https://sms4smile.com/quotes/author/mike-krieger/) > [In Silicon Valley, there are a lot of startups using computer vision for agriculture or shopping - there are a lot for clothes shopping.…](https://sms4smile.com/quotes/andrew-ng/in-silicon-valley-there-are-a-lot-of-startups-using-computer-vision/) [Andrew Ng](https://sms4smile.com/quotes/author/andrew-ng/) > [I think the way we're doing computer vision is just wrong.](https://sms4smile.com/quotes/geoffrey-hinton/i-think-the-way-we-re-doing-computer-vision-is-just-wrong/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [I am not a Ph.D. in economics or a doctorate in literature that I can afford to take my singing lightly. Even if I…](https://sms4smile.com/quotes/kailash-kher/i-am-not-a-ph-d-in-economics-or-a-doctorate-in-literature-that-i-can/) [Kailash Kher](https://sms4smile.com/quotes/author/kailash-kher/) ## More by Rana el Kaliouby > [Emotions matter. They influence all aspects of our lives - how we live, work, and play - from the decisions we make and how…](https://sms4smile.com/quotes/rana-el-kaliouby/emotions-matter-they-influence-all-aspects-of-our-lives-how-we-live/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [Emotion AI will be ingrained in the technologies we use every day, running in the background, making our tech interactions more personalized, relevant, authentic,…](https://sms4smile.com/quotes/rana-el-kaliouby/emotion-ai-will-be-ingrained-in-the-technologies-we-use-every-day/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [Our human face happens to be one of the most powerful channels that we all use to communicate social and emotional states: everything from…](https://sms4smile.com/quotes/rana-el-kaliouby/our-human-face-happens-to-be-one-of-the-most-powerful-channels-that/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [I find solace in immersing myself in my work.](https://sms4smile.com/quotes/rana-el-kaliouby/i-find-solace-in-immersing-myself-in-my-work/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [I do believe I have certain strengths as a female CEO, such as having another level of awareness through emotional intelligence.](https://sms4smile.com/quotes/rana-el-kaliouby/i-do-believe-i-have-certain-strengths-as-a-female-ceo-such-as-having/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [At Affectiva, we hire top talent - and the entire world is our search space. I take pride in the cultural diversity of our…](https://sms4smile.com/quotes/rana-el-kaliouby/at-affectiva-we-hire-top-talent-and-the-entire-world-is-our-search/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [On the path to ubiquity of AI, there will be many ethics-related decisions that we, as AI leaders, need to make. We have a…](https://sms4smile.com/quotes/rana-el-kaliouby/on-the-path-to-ubiquity-of-ai-there-will-be-many-ethics-related/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [You won't remember what it was like when your technology didn't recognize when you are sad or angry.](https://sms4smile.com/quotes/rana-el-kaliouby/you-won-t-remember-what-it-was-like-when-your-technology-didn-t/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [The way to solve problems in the world is to become scientists and technologists and build things that haven't been built before and discover…](https://sms4smile.com/quotes/rana-el-kaliouby/the-way-to-solve-problems-in-the-world-is-to-become-scientists-and/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [I see that our emotional AI technology can be a core component of online learning systems - health wearables, even.](https://sms4smile.com/quotes/rana-el-kaliouby/i-see-that-our-emotional-ai-technology-can-be-a-core-component-of/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [In online learning environments, it is often hard to tell whether a student is struggling. By the time test scores are lagging, it's often…](https://sms4smile.com/quotes/rana-el-kaliouby/in-online-learning-environments-it-is-often-hard-to-tell-whether-a/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [We recognize that your emotional information is extremely personal. And so we have veered away from all use cases where that data is being…](https://sms4smile.com/quotes/rana-el-kaliouby/we-recognize-that-your-emotional-information-is-extremely-personal/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [Governments like China and the United Arab Emirates are investing heavily in AI and see it as a competitive advantage.](https://sms4smile.com/quotes/rana-el-kaliouby/governments-like-china-and-the-united-arab-emirates-are-investing/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [We're very interested in helping individuals on the autism spectrum cope and learn about social interactions and regulating emotions.](https://sms4smile.com/quotes/rana-el-kaliouby/we-re-very-interested-in-helping-individuals-on-the-autism-spectrum/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) > [Because being CEO can feel lonely, I journal religiously as a way to express my thoughts, feelings and aspirations. Looking back at earlier entries…](https://sms4smile.com/quotes/rana-el-kaliouby/because-being-ceo-can-feel-lonely-i-journal-religiously-as-a-way-to/) [Rana el Kaliouby](https://sms4smile.com/quotes/author/rana-el-kaliouby/) [Explore all 82 Rana el Kaliouby quotes ](https://sms4smile.com/quotes/author/rana-el-kaliouby/) ## More Computers quotes > [I don't understand why we're all connected wirelessly via a little machine that goes in our pocket, to everybody in the world, and you…](https://sms4smile.com/quotes/jon-m-chu/i-don-t-understand-why-we-re-all-connected-wirelessly-via-a-little/) [Jon M. Chu](https://sms4smile.com/quotes/author/jon-m-chu/) > [“Probably it goes without saying, but time machine guys don't get a lot of action. 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They…](https://sms4smile.com/quotes/gina-sheridan/note-found-in-the-patron-suggestion-box-you-have-signs-up-near-the/) [Gina Sheridan](https://sms4smile.com/quotes/author/gina-sheridan/) > [“You weren't born to be a cog in the giant industrial machine. You were trained to become a cog. There's an alternative available to…](https://sms4smile.com/quotes/seth-godin/you-weren-t-born-to-be-a-cog-in-the-giant-industrial-machine-you-were/) [Seth Godin](https://sms4smile.com/quotes/author/seth-godin/) > [If you stood me in a costume next to a computer graphic of the same-looking character, I think there would be a difference. And…](https://sms4smile.com/quotes/warwick-davis/if-you-stood-me-in-a-costume-next-to-a-computer-graphic-of-the-same/) [Warwick Davis](https://sms4smile.com/quotes/author/warwick-davis/) > [The corporate state is an immensely powerful machine, ordered, legalistic, rational, yet utterly out of human control, wholly and perfectly indifferent to any human…](https://sms4smile.com/quotes/charles-a-reich/the-corporate-state-is-an-immensely-powerful-machine-ordered/) [Charles A. 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In the same way, you all must…](https://sms4smile.com/quotes/nirmala-srivastava/as-in-any-machine-all-the-wires-must-be-connected-to-the-mains/) [Nirmala Srivastava](https://sms4smile.com/quotes/author/nirmala-srivastava/) [Browse all 9,389 Computers quotes ](https://sms4smile.com/quotes/about/computers/) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "My Ph.D. is in computer vision and machine learning. 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