Visual search as active inference

Emmanuel Daucé & Laurent Perrinet

1st International Workshop on Active Inference (IWAI*2020), 14/9/2020

Visual search as active inference

Visual search as active inference

Visual search as active inference

Visual search as active inference

Outline

  1. Motivation

  2. Methods
  3. Results
  4. Conclusion

Computer vision

Human vision

Attention vs. Scene Understanding

Outline

  1. Motivation
  2. Methods

  3. Results
  4. Conclusion

Principles for central and peripheric vision

Methods: What/Where separation

Methods: Computational Graph

Methods: What

Methods: Where

Outline

  1. Motivation
  2. Methods
  3. Results

  4. Conclusion

Results: success

Results: failure

Effect of eccentricity

Saccades distribution

Outline

  1. Motivation
  2. Methods
  3. Results
  4. Conclusion

Visual search as active inference

Emmanuel Daucé & Laurent Perrinet

1st International Workshop on Active Inference (IWAI*2020), 14/9/2020


https://laurentperrinet.github.io/talk/2020-09-14-iwai