Mutual Benefits of Cognitive and Computer Vision: How Can We Use One to Understand the Other?


ViS-HuD: Using Visual Saliency to Improve Human Detection With Convolutional Neural Networks
Vandit Gajjar,
Yash Khandhediya,
Ayesha Gurnani,
Viraj Mavani,
Mehul S. Raval
[pdf] [arXiv]
[bibtex]
@InProceedings{Gajjar_2018_CVPR_Workshops,
author = {Gajjar, Vandit and Khandhediya, Yash and Gurnani, Ayesha and Mavani, Viraj and Raval, Mehul S.},
title = {ViS-HuD: Using Visual Saliency to Improve Human Detection With Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Learning Biomimetic Perception for Human Sensorimotor Control
Masaki Nakada,
Honglin Chen,
Demetri Terzopoulos
[pdf]
[bibtex]
@InProceedings{Nakada_2018_CVPR_Workshops,
author = {Nakada, Masaki and Chen, Honglin and Terzopoulos, Demetri},
title = {Learning Biomimetic Perception for Human Sensorimotor Control},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Assessing Shape Bias Property of Convolutional Neural Networks
Hossein Hosseini,
Baicen Xiao,
Mayoore Jaiswal,
Radha Poovendran
[pdf] [arXiv]
[bibtex]
@InProceedings{Hosseini_2018_CVPR_Workshops,
author = {Hosseini, Hossein and Xiao, Baicen and Jaiswal, Mayoore and Poovendran, Radha},
title = {Assessing Shape Bias Property of Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Deep-BCN: Deep Networks Meet Biased Competition to Create a Brain-Inspired Model of Attention Control
Hossein Adeli,
Gregory Zelinsky
[pdf]
[bibtex]
@InProceedings{Adeli_2018_CVPR_Workshops,
author = {Adeli, Hossein and Zelinsky, Gregory},
title = {Deep-BCN: Deep Networks Meet Biased Competition to Create a Brain-Inspired Model of Attention Control},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Image Caption Generation With Hierarchical Contextual Visual Spatial Attention
Mahmoud Khademi,
Oliver Schulte
[pdf]
[bibtex]
@InProceedings{Khademi_2018_CVPR_Workshops,
author = {Khademi, Mahmoud and Schulte, Oliver},
title = {Image Caption Generation With Hierarchical Contextual Visual Spatial Attention},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Estimating Attention of Faces Due to Its Growing Level of Emotions
Ravi Kant Kumar,
Jogendra Garain,
Dakshina Ranjan Kisku,
Goutam Sanyal
[pdf]
[bibtex]
@InProceedings{Kumar_2018_CVPR_Workshops,
author = {Kant Kumar, Ravi and Garain, Jogendra and Ranjan Kisku, Dakshina and Sanyal, Goutam},
title = {Estimating Attention of Faces Due to Its Growing Level of Emotions},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Totally Looks Like - How Humans Compare, Compared to Machines
Amir Rosenfeld,
Markus D. Solbach,
John K. Tsotsos
[pdf]
[bibtex]
@InProceedings{Rosenfeld_2018_CVPR_Workshops,
author = {Rosenfeld, Amir and Solbach, Markus D. and Tsotsos, John K.},
title = {Totally Looks Like - How Humans Compare, Compared to Machines},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Fusing Visual Saliency for Material Recognition
Lin Qi,
Ying Xu,
Xiaowei Shang,
Junyu Dong
[pdf]
[bibtex]
@InProceedings{Qi_2018_CVPR_Workshops,
author = {Qi, Lin and Xu, Ying and Shang, Xiaowei and Dong, Junyu},
title = {Fusing Visual Saliency for Material Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Increasing Video Saliency Model Generalizability by Training for Smooth Pursuit Prediction
Mikhail Startsev,
Michael Dorr
[pdf]
[bibtex]
@InProceedings{Startsev_2018_CVPR_Workshops,
author = {Startsev, Mikhail and Dorr, Michael},
title = {Increasing Video Saliency Model Generalizability by Training for Smooth Pursuit Prediction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Representation of Categories in Filters of Deep Neural Networks
Katerina Malakhova
[pdf]
[bibtex]
@InProceedings{Malakhova_2018_CVPR_Workshops,
author = {Malakhova, Katerina},
title = {Representation of Categories in Filters of Deep Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network
Tian Xu,
Oliver Garrod,
Steven H. Scholte,
Robin Ince,
Philippe G. Schyns
[pdf]
[bibtex]
@InProceedings{Xu_2018_CVPR_Workshops,
author = {Xu, Tian and Garrod, Oliver and Scholte, Steven H. and Ince, Robin and Schyns, Philippe G.},
title = {Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Relating Deep Neural Network Representations to EEG-fMRI Spatiotemporal Dynamics in a Perceptual Decision-Making Task
Tao Tu,
Jonathan Koss,
Paul Sajda
[pdf]
[bibtex]
@InProceedings{Tu_2018_CVPR_Workshops,
author = {Tu, Tao and Koss, Jonathan and Sajda, Paul},
title = {Relating Deep Neural Network Representations to EEG-fMRI Spatiotemporal Dynamics in a Perceptual Decision-Making Task},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Scene Grammar in Human and Machine Recognition of Objects and Scenes
Akram Bayat,
Do Hyong Koh,
Anubhaw Kumar Nand,
Marta Pereira,
Marc Pomplun
[pdf]
[bibtex]
@InProceedings{Bayat_2018_CVPR_Workshops,
author = {Bayat, Akram and Hyong Koh, Do and Kumar Nand, Anubhaw and Pereira, Marta and Pomplun, Marc},
title = {Scene Grammar in Human and Machine Recognition of Objects and Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Audio-Visual Temporal Saliency Modeling Validated by fMRI Data
Petros Koutras,
Georgia Panagiotaropoulou,
Antigoni Tsiami,
Petros Maragos
[pdf]
[bibtex]
@InProceedings{Koutras_2018_CVPR_Workshops,
author = {Koutras, Petros and Panagiotaropoulou, Georgia and Tsiami, Antigoni and Maragos, Petros},
title = {Audio-Visual Temporal Saliency Modeling Validated by fMRI Data},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Priming Neural Networks
Amir Rosenfeld,
Mahdi Biparva,
John K. Tsotsos
[pdf] [arXiv]
[bibtex]
@InProceedings{Rosenfeld_2018_CVPR_Workshops,
author = {Rosenfeld, Amir and Biparva, Mahdi and Tsotsos, John K.},
title = {Priming Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}