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Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM

19 September 2017

Papers citing "Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM"

20 / 20 papers shown

Title
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 55 266 0 23 Jan 2018
Video Salient Object Detection via Fully Convolutional Networks Wenguan Wang Jianbing Shen Ling Shao 100 567 0 02 Feb 2017
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks Junting Pan Cristian Canton Ferrer Kevin McGuinness Noel E. O'Connor Jordi Torres E. Sayrol Xavier Giró-i-Nieto GAN 82 398 0 04 Jan 2017
A Deep Multi-Level Network for Saliency Prediction Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara FAtt 67 346 0 05 Sep 2016
Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction Çagdas Bak Aysun Kocak Erkut Erdem Aykut Erdem MDE FAtt 69 28 0 16 Jul 2016
Deep Learning for Saliency Prediction in Natural Video S. Chaabouni J. Benois-Pineau Ofer Hadar C. Ben Amar 58 32 0 27 Apr 2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 46 135 0 27 Mar 2016
Shallow and Deep Convolutional Networks for Saliency Prediction Junting Pan Kevin McGuinness E. Sayrol Noel E. O'Connor Xavier Giró-i-Nieto FAtt 70 467 0 02 Mar 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 187 1,650 0 16 Dec 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li Liming Zhao Lina Wei Ming-Hsuan Yang Leilei Gan Yueting Zhuang Haibin Ling Jingdong Wang 66 497 0 19 Oct 2015
DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations S. Kruthiventi Kumar Ayush R. Venkatesh Babu 84 484 0 10 Oct 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 566 8,004 0 13 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 707 36,997 0 08 Jun 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 311 4,180 0 26 Apr 2015
Unsupervised Video Analysis Based on a Spatiotemporal Saliency Detector Qiang Zhang Yilin Wang Baoxin Li 37 4 0 24 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet Matthias Kümmerer Lucas Theis Matthias Bethge FAtt 113 407 0 04 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 485 43,685 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014
Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition Stefan Mathe C. Sminchisescu 70 197 0 29 Dec 2013