a startup for wikipedia-on-the-go

In the recent article

The 20 Hot Silicon Valley Startups You Need To Watch,

one company use the state-of-the-arts computer vision technology to get wikipedia for whatever you see through your smart phone:
Read more: http://www.businessinsider.com/20-silicon-valley-startups-to-watch#ixzz1TmwXQxvy

I am very glad the recent advances in computer vision are commercialized so quickly.

a course about mobile computer vision

Just come across a course about mobile computer vision, taught by Silvio Savarese in U. Michigan. If you are an active computer vision researcher, you know who he is.

Advanced Topics in Mobile Computer Vision

There are lots of useful resource on their course site, include a brief introduction for Android and development therein. There are also several project reports, which can be used a reference for someone interested in topic.

未来的移动用户体验——增强现实

未来的移动用户体验——增强现实

read your mind on iphone?

Recently, PLX devices release a new product called Xwave, which outputs eight EEG signals about your brainwave: Delta, Theta, Low Alpha, High Alpha, Low Beta, High Beta, Low Gamma and Mid Gamma and two easy-to-interpret values: attention and meditation that are derived from the Beta and Alpha wave respectively. The main advantage of the this device is its low price ($99) and easiness to use. In addition, Xwave has a SDK such that iphone developers can implement their ideas quickly. Currently, there has been a few games using this device. One of them is to try to float a ball using your attention strength. More complex and practical games are proposed in its developer guide, including

• MindWrestle – It’s the same as arm wrestling, however it’s done with the mind.
• Wormhole Disk - The more you relax or (meditate) the disks float into these wormholes
  which pop up from the bottom of the screen. The more tense you are, the disks just float there and takes longer for the disks to find their way into the wormhole.
• useTheForce - use your mind's force to throw your enemy or objects
• Yoga
• Archery/Shooting
• MusicMatch - compare your brainwave with your friend's when you are listening to the same song
• CoupleSync - compare your brainwave with your loved one when you are doing the same activity
• BrainExercise

By the nature of the EEG signals, we can not use this types of device to do activities that require accurate handling or localization, such as drive a car. However, Xwave does bring us a huge potential on a lots of futuristic games and activities. To some extents, some scenarios in sci-fi will become true. 

Here are a few more interesting applications using Xwave that come to my mind:

• youLie - use your brainwave to tell whether you are lying
• your wife or your fiancee will love it!
• findMyFavorite - find your favorite picture/food/game/product by reading your mind 
• you can rely on your instinct now
• Zen - do Zen medication and let Xwave tell you how good you are (similar to Yoga)
• test your brainwave when you medicate and listen to relaxing music, so that you can find the best music to bring you peace

To me, Xwave is not just an entertaining device. I think it will be also useful in my research on computer vision. Several researchers have started to investigate the mapping between images and brain activity. For example, Fei-Fei Li's group has a project on scene classification using fMRI. Kewei Tu's blog "Mind Reading" also mentioned a few research work on mapping brain activities to words/images. Here are two papers referred in his blog: 

• Predicting Human Brain Activity Associated with the Meanings of Nouns" (Science, May 2008)
• "A Neurosemantic Theory of Concrete Noun Representation Based on the Underlying Brain Codes" (PLoS ONE, Jan 2010)

I would like to tap into this research topic when time permits me to do so. 

object recognition in iPhone

I am interested in applications of object recognition on iPhone and other smart phones recently. Having studied this research topic for years, I am eager to apply what I have learned to do some really cool things. Smart phones, such as iPhone, provide us such an excellent platform. I Goggled "iPhone object recognition", and find lots of cool stuffs:

The Future of the iPhone: Intelligent Object Recognition
The “eye-Phone” Image-Recognition System

Next in your iPhone OS: live object identification, face recognition, text filtering, smarter messaging, voice alteration

Amazon Releases Amazon Mobile, Includes Object Recognition

Apple iPhone ID App: In Detail

ViPR visual search video demo on iPhone

Blogs on Pongr about visual recognition on mobile phone