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Scene Understanding Symposium >> Content Detail



Study Materials



Readings

The following table lists the papers associated with each presentation at the 2006 Scene Understanding Symposium. All readings are courtesy of the person named and used with permission.


TIMETOPICSREADINGS
8:55Opening Remarks
9:00-9:20From Zero to Gist in 200 msec: The Time Course of Scene RecognitionOliva, Aude, and Antonio Torralba. "Building the Gist of a Scene: The Role of Global Image Features in Recognition." (PDF - 1.0 MB)

Greene, Michelle R., and Aude Oliva. "Natural Scene Categorization from Conjunctions of Ecological Global Properties." (PDF)
9:20-9:45Feedforward Theories of Visual Cortex Predict Human Performance in Rapid Image CategorizationSerre, Thomas, Minjoon Kouh, Charles Cadieu, Ulf Knoblich, Gabriel Kreiman, and Tomaso Poggio. "A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex." (PDF - 6.1 MB)

Serre, Thomas, Lior Wolf, and Tomaso Poggio. "Object Recognition with Features Inspired by Visual Cortex." (PDF)
9:45-10:05Latency, Duration and Codes for Objects in Inferior Temporal CortexHung, Chou P., Gabriel Kreiman, Tomaso Poggio, and James J. DiCarlo. "Fast Readout of Object Identity from Macaque Inferior Temporal Cortex." Science 310 (2005): 863-866.

Kreiman, Gabriel, Chou P. Hung, Alexander Karskov, Rodrigo Quian Quiroga, Tomaso Poggio, and James J. DiCarlo. "Object Selectivity of Local Field Potentials and Spikes in the Macaque Inferior Temporal Cortex." Neuron 49 (2006): 433-445.
10:25-10:50From Feedforward Vision to Natural Vision: The Impact of Free Viewing, Task, and Clutter on Monkey Inferior Temporal Object RepresentationsDiCarlo, James J., and John H. R. Maunsell. "Form Representation in Monkey Inferotemporal Cortex Is Virtually Unaltered by Free Viewing." Nature Neuroscience 3 (2000): 814-821.

Zoccolan, Davide, David D. Cox, and James J. DiCarlo. "Multiple Object Response Normalization in Monkey Inferotemporal Cortex." The Journal of Neuroscience 25 (2005): 8150-8164.

Hung, Chou P., Gabriel Kreiman, Tomaso Poggio, and James J. DiCarlo. "Fast Readout of Object Identity from Macaque Inferior Temporal Cortex." Science 310 (2005): 863-866.
10:50-11:10Invariant Visual Representations of Natural Images by Single Neurons in the Human BrainQuiroga, R. Quian, L. Reddy, G. Kreiman, C. Koch, and I. Fried. "Invariant Visual Representation by Single Neurons in the Human Brain." Nature 435 (2005): 1102-1107.
11:10-11:40Perception of Objects in Natural Scenes and the Role of AttentionEvans, Karla K., and Anne Treisman. "Perception of Objects in Natural Scenes: Is It Really Attention Free?" Journal of Experimental Psychology: Human Perception and Performance 31 (2005): 1476-1492.
1:00-1:25Natural Scene Categorization: From Humans to Computers
1:25-1:50Contextual Associations in the BrainBar, Moshe. "Visual Objects in Context." Nature Reviews 5 (2004): 617-629.
1:50-2:15Using the Forest to See the Trees: A Computational Model Relating Features, Objects and ScenesTorralba, Antonio. "Contextual Priming for Object Detection." International Journal of Computer Vision 53 (2003): 169-191.

Murphy, Kevin, Antonio Torralba, and William T. Freeman. "Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes." (PDF)

Oliva, Aude, Antonio Torralba, Monica S. Castelhano, and John M. Henderson. "Top Down Control of Visual Attention in Object Detection." (PDF)
2:25-2:45Detecting and Remembering Pictures With and Without Visual Noise
2:45-3:05Scene Perception after Those First Few Hundred MillisecondsOliva, Aude, Jeremy M. Wolfe, and Helga C. Arsenio. "Panoramic Search: The Interaction of Memory and Vision in Search Through a Familiar Scene." Journal of Experimental Psychology: Human Perception and Performance 30 (2004): 1132-1146.

Wolfe, Jeremy M. "Guided Search 4.0: Current Progress with a Model of Visual Search." (PDF)
3:05-3:35The Artist as Neuroscientist
4:00-5:00Brain and Cognitive Sciences Colloquium - Scene Processing with a Wave of Spikes: Reverse Engineering the Visual System

 








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