Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model

作者: Marcella Cornia , Lorenzo Baraldi , Giuseppe Serra , Rita Cucchiara

DOI: 10.1109/TIP.2018.2851672

关键词:

摘要: … key component to demonstrate their robustness on different … by means of eyetracking glasses or mouse clicks to get eye … of different saliency metrics and that provides state of the art …

参考文章(7)
Sepp Hochreiter, Jürgen Schmidhuber, Long short-term memory Neural Computation. ,vol. 9, pp. 1735- 1780 ,(1997) , 10.1162/NECO.1997.9.8.1735
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei, ImageNet Large Scale Visual Recognition Challenge International Journal of Computer Vision. ,vol. 115, pp. 211- 252 ,(2015) , 10.1007/S11263-015-0816-Y
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, Deep Residual Learning for Image Recognition computer vision and pattern recognition. pp. 770- 778 ,(2016) , 10.1109/CVPR.2016.90
Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Illia Polosukhin, Llion Jones, Niki Parmar, Aidan N. Gomez, Lukasz Kaiser, Attention Is All You Need arXiv: Computation and Language. ,(2017)
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, Yoshua Bengio, None, Show, Attend and Tell: Neural Image Caption Generation with Visual Attention international conference on machine learning. ,vol. 3, pp. 2048- 2057 ,(2015)
Karen Simonyan, Andrew Zisserman, Very Deep Convolutional Networks for Large-Scale Image Recognition computer vision and pattern recognition. ,(2014)
Ivo Danihelka, Daan Wierstra, Alex Graves, Danilo Jimenez Rezende, Karol Gregor, DRAW: A Recurrent Neural Network For Image Generation arXiv: Computer Vision and Pattern Recognition. ,(2015)