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Tejas Khot
Works at Virginia Polytechnic Institute and State University
Attends Fr. Conceicao Rodrigues College of Engineering
Lived in Mumbai
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Tejas Khot

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Hello everyone,

I am working on a project and needed some help regarding the following:

1. Is there a literature review available regarding all methods of depth estimation `without` using a stereo camera i.e. using only a normal single lens camera? If not, can someone point me to resources - papers and hopefully implementations - about the state-of-the-art on this problem?

2. I am investigating the importance of head movements in animals(humans included) for depth perception and came across few decade old papers on the topic. Can someone provide me references on how motion of camera affects detection of edges, depth estimation etc from a computer vision perspective? Aligning with point 1, I am looking for something on the lines of how one can estimate depth accurately by moving the single lens camera and detect edges and/or object boundaries by virtue of this movement. Methods like triangle similarity aren't really helpful since they need an estimate of the original size of object/marker in question.

3. I think this is an exciting area of research and would appreciate if there are any other related links you could provide.

This is my first post here - please correct me if I have missed out on some community rules. I appreciate the help very much. Thank you.

P.S. I did search the community for similar posts before posting and I think my query is new and unanswered previously.
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Stefan Walk's profile photoNick Fischer's profile photo
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Hi! I'm working on a similar problem: extraction of 3D information from 2D images, describing it in general terms. Seems like there are tens of algorithms and papers where multiple techniques are elaborated theoretically, but I still haven't found any simple implementation of any algorithm which constructs a depth map (sparse or dense) out of an plain/2D image. What's your current experience?
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Designer reveals the step-by-step process of how he creates a logo http://ow.ly/yWEJM
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Tip: Chrome DevTools supports multiple cursors & selections in the Sources panel (Cmd + click). CodePen & JSBin do too. 
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Tejas Khot

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Could you please point me to concise and simplified resources that describe the biological perspective of how learning happens in neurons and the brain as a whole(synapses, spikes, etc).

P.S.  for a computer science background person without prior knowledge of neuroscience.
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Tejas Khot's profile photoLuke Hutchison's profile photo
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+Tejas Khot I hope it's helpful. The book takes a systems approach -- it's more at the level of how whole brain behavior is coordinated and synchronized via oscillations, as opposed to how individual neurons send signals to other neurons.
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"Stop this notion that you need to plan everything; focus on being connected, fully present, and always learning."
“Remember before the internet?” asks Joi Ito. “Remember when people used to try to predict the future?” In this engaging talk, the head of the MIT Media Lab skips the future predictions and instead shares a new approach to creating in the moment: building quickly and improving constantly, without waiting for permission or for proof that you have the right idea. This kind of bottom-up innovation is seen in the most fascinating, futuristic projects...
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Curious how your day-to-day stacks up against some of history's most famous creative people? Let's find out:

Read more, and click through for an interactive guide with more detail: http://lifehacker.com/this-graphic-details-the-daily-routines-of-famous-creat-1602464523
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Work
Occupation
Research Assistant
Employment
  • Virginia Polytechnic Institute and State University
    Research Scholar, 2016 - present
  • Indian International Model United Nations
    Assistant Director, 2012 - 2013
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Previously
Mumbai
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Education
  • Fr. Conceicao Rodrigues College of Engineering
    present
  • Pace Junior Science College
    2010 - 2012
  • Hansraj Morarji Public School
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Male
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The Next Web - Global Technology News, Business and Culture | http://www.thenextweb.com