Mutual Benefits of Cognitive and Computer Vision


Local Depth Edge Detection in Humans and Deep Neural Networks
Krista A. Ehinger,
Wendy J. Adams,
Erich W. Graf,
James H. Elder
[pdf]
[bibtex]
@InProceedings{Ehinger_2017_ICCV_Workshops,
author = {Ehinger, Krista A. and Adams, Wendy J. and Graf, Erich W. and Elder, James H.},
title = {Local Depth Edge Detection in Humans and Deep Neural Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Can We Speed up 3D Scanning? A Cognitive and Geometric Analysis
Karthikeyan Vaiapury,
Balamuralidhar Purushothaman,
Arpan Pal,
Swapna Agarwal,
Brojeshwar Bhowmick
[pdf]
[bibtex]
@InProceedings{Vaiapury_2017_ICCV_Workshops,
author = {Vaiapury, Karthikeyan and Purushothaman, Balamuralidhar and Pal, Arpan and Agarwal, Swapna and Bhowmick, Brojeshwar},
title = {Can We Speed up 3D Scanning? A Cognitive and Geometric Analysis},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Color Representation in CNNs: Parallelisms With Biological Vision
Ivet Rafegas,
Maria Vanrell
[pdf]
[bibtex]
@InProceedings{Rafegas_2017_ICCV_Workshops,
author = {Rafegas, Ivet and Vanrell, Maria},
title = {Color Representation in CNNs: Parallelisms With Biological Vision},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

What Are the Visual Features Underlying Human Versus Machine Vision?
Drew Linsley,
Sven Eberhardt,
Tarun Sharma,
Pankaj Gupta,
Thomas Serre
[pdf]
[bibtex]
@InProceedings{Linsley_2017_ICCV_Workshops,
author = {Linsley, Drew and Eberhardt, Sven and Sharma, Tarun and Gupta, Pankaj and Serre, Thomas},
title = {What Are the Visual Features Underlying Human Versus Machine Vision?},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

STNet: Selective Tuning of Convolutional Networks for Object Localization
Mahdi Biparva,
John Tsotsos
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Biparva_2017_ICCV_Workshops,
author = {Biparva, Mahdi and Tsotsos, John},
title = {STNet: Selective Tuning of Convolutional Networks for Object Localization},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Spatial Attention Improves Object Localization: A Biologically Plausible Neuro-Computational Model for Use in Virtual Reality
Amirhossein Jamalian,
Julia Bergelt,
Helge Ulo Dinkelbach,
Fred H. Hamker
[pdf]
[bibtex]
@InProceedings{Jamalian_2017_ICCV_Workshops,
author = {Jamalian, Amirhossein and Bergelt, Julia and Ulo Dinkelbach, Helge and Hamker, Fred H.},
title = {Spatial Attention Improves Object Localization: A Biologically Plausible Neuro-Computational Model for Use in Virtual Reality},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Show and Recall: Learning What Makes Videos Memorable
Sumit Shekhar,
Dhruv Singal,
Harvineet Singh,
Manav Kedia,
Akhil Shetty
[pdf] [arXiv]
[bibtex]
@InProceedings{Shekhar_2017_ICCV_Workshops,
author = {Shekhar, Sumit and Singal, Dhruv and Singh, Harvineet and Kedia, Manav and Shetty, Akhil},
title = {Show and Recall: Learning What Makes Videos Memorable},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling
Hosnieh Sattar,
Andreas Bulling,
Mario Fritz
[pdf] [arXiv]
[bibtex]
@InProceedings{Sattar_2017_ICCV_Workshops,
author = {Sattar, Hosnieh and Bulling, Andreas and Fritz, Mario},
title = {Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Learning RGB-D Salient Object Detection Using Background Enclosure, Depth Contrast, and Top-Down Features
Riku Shigematsu,
David Feng,
Shaodi You,
Nick Barnes
[pdf] [arXiv]
[bibtex]
@InProceedings{Shigematsu_2017_ICCV_Workshops,
author = {Shigematsu, Riku and Feng, David and You, Shaodi and Barnes, Nick},
title = {Learning RGB-D Salient Object Detection Using Background Enclosure, Depth Contrast, and Top-Down Features},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

The Importance of Phase to Texture Similarity
Xinghui Dong,
Ying Gao,
Junyu Dong,
Mike J. Chantler
[pdf]
[bibtex]
@InProceedings{Dong_2017_ICCV_Workshops,
author = {Dong, Xinghui and Gao, Ying and Dong, Junyu and Chantler, Mike J.},
title = {The Importance of Phase to Texture Similarity},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Evaluation of Deep Learning on an Abstract Image Classification Dataset
Sebastian Stabinger,
Antonio Rodriguez-Sanchez
[pdf] [arXiv]
[bibtex]
@InProceedings{Stabinger_2017_ICCV_Workshops,
author = {Stabinger, Sebastian and Rodriguez-Sanchez, Antonio},
title = {Evaluation of Deep Learning on an Abstract Image Classification Dataset},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Exploring Inter-Observer Differences in First-Person Object Views Using Deep Learning Models
Sven Bambach,
Zehua Zhang,
David J. Crandall,
Chen Yu
[pdf]
[bibtex]
@InProceedings{Bambach_2017_ICCV_Workshops,
author = {Bambach, Sven and Zhang, Zehua and Crandall, David J. and Yu, Chen},
title = {Exploring Inter-Observer Differences in First-Person Object Views Using Deep Learning Models},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Facial Expression Recognition Using Visual Saliency and Deep Learning
Viraj Mavani,
Shanmuganathan Raman,
Krishna P. Miyapuram
[pdf] [arXiv]
[bibtex]
@InProceedings{Mavani_2017_ICCV_Workshops,
author = {Mavani, Viraj and Raman, Shanmuganathan and Miyapuram, Krishna P.},
title = {Facial Expression Recognition Using Visual Saliency and Deep Learning},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Deep Gestalt Reasoning Model: Interpreting Electrophysiological Signals Related to Cognition
Andras Lorincz,
Aron Fothi,
Bryar O. Rahman,
Viktor Varga
[pdf]
[bibtex]
@InProceedings{Lorincz_2017_ICCV_Workshops,
author = {Lorincz, Andras and Fothi, Aron and Rahman, Bryar O. and Varga, Viktor},
title = {Deep Gestalt Reasoning Model: Interpreting Electrophysiological Signals Related to Cognition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Can the Early Human Visual System Compete With Deep Neural Networks?
Samuel Dodge,
Lina Karam
[pdf]
[bibtex]
@InProceedings{Dodge_2017_ICCV_Workshops,
author = {Dodge, Samuel and Karam, Lina},
title = {Can the Early Human Visual System Compete With Deep Neural Networks?},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Human Detection and Tracking for Video Surveillance: A Cognitive Science Approach
Vandit Gajjar,
Ayesha Gurnani,
Yash Khandhediya
[pdf]
[bibtex]
@InProceedings{Gajjar_2017_ICCV_Workshops,
author = {Gajjar, Vandit and Gurnani, Ayesha and Khandhediya, Yash},
title = {Human Detection and Tracking for Video Surveillance: A Cognitive Science Approach},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}