From feature descriptors to deep learning: 20 years of computer vision
We all know that deep convolutional neural networks have produced some stellar results on object de…
Showing posts with the label object recognition
Using Panoramas for Better Scene Understanding
There's a lot more to automated object interpretation than merely predicting the correct catego…
Question: What makes an object recognition system great?
Today, instead of discussing my own perspectives on object recognition or sharing some useful links…
Beyond pixel-wise labeling: Blocks World Revisited
"Thoughts without content are empty, intuitions without concepts are blind. " -- Immanuel…
The Visual Memex: Visual Object Recognition Without Categories
Figure 1 I have discussed the limitations of using rigid object categories in computer vision, and …
On Edelman's "On what it means to see"
I previously mentioned Shimon Edelman in my blog and why his ideas are important for the advanceme…
My 2nd Summer Internship in Google's Computer Vision Research Group
This summer I will be going for my 2nd summer internship at Google's Computer Vision Research G…
suns 2009 cool talks
This past Friday I went SUNS 2009 at MIT, and in my opinion the coolest talks were by Aude Oliva , …
What is segmentation? What is image segmentation?
According to Merriam-Webster, segmentation is "the process of dividing into segments" and…