Shallow and Deep Convolutional Networks for Saliency Prediction

Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel E. O’Connor, Xavier Giró-i-Nieto

Type: Preprint

Publication Date: 2016-01-01

Citations: 139

DOI: https://doi.org/10.48550/arxiv.1603.00845

View Publication

Locations

arXiv (Cornell University) - View - PDF
Dublin City University Open Access Institutional Repository (Dublin City University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	None	1999	Ming Liao
+	None	2001	I. N. Kostin
+	None	1999	Yong-Gao Chen Imre Z. Ruzsa
+	None	2003	Paul Sablonnière
+	None	2001	Emmanuel Fragnière Jacek Gondzio Robert Sarkissian
+	None	1998	G. Sardanashvily
+	None	1998	Hans Keiding
+	None	2003	Haihua Feng Vincenzo Galdi David A. Castañón
+	None	2003	V. Z. Kanchukoev B. S. Karamurzov В. А. Созаев Vladimir Chernov
+	None	2001	Petr Habala Nicole Tomczak-Jaegermann
+	None	2001	S. E. Kozlov
+ PDF Chat	None	2008	田村直義
+	None	2001	Joaquin Soriano
+	None	2001	Shigetaka Fukuda
+	None	2003	Solomon Friedberg
+	None	2003	Igor Belegradek
+	None	1997	Salih Çelïk
+	None	2001	M. de Montigny Hubert de Guise
+	None	2001	A. Yu. Kolesov Н. Х. Розов
+	None	2002	D. G. Djumbayeva Erlan Nursultanov

Works That Cite This (65)

Action	Title	Year	Authors
+ PDF Chat	Video saliency prediction using enhanced spatiotemporal alignment network	2020	Jin Chen Huihui Song Kaihua Zhang Bo Liu Qingshan Liu
+ PDF Chat	The Devil is in the Decoder: Classification, Regression and GANs	2019	Zbigniew Wojna Vittorio Ferrari Sergio Guadarrama Nathan Silberman Liang-Chieh Chen Alireza Fathi Jasper Uijlings
+	Pixel-Attentive Policy Gradient for Multi-Fingered Grasping in Cluttered Scenes	2019	Bohan Wu Iretiayo Akinola Peter K. Allen
+	Enhancing Salient Object Segmentation Through Attention	2019	Anuj Pahuja Avishek Majumder Anirban Chakraborty R. Venkatesh Babu
+	Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection	2020	Yuan Zhou Xiangrui Li
+ PDF Chat	Deep Cropping via Attention Box Prediction and Aesthetics Assessment	2017	Wenguan Wang Jianbing Shen
+	An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos.	2019	Peng Lu Hao Zhang Xujun Peng Xiaofu Jin
+	CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes	2018	Yuhong Li Xiaofan Zhang Deming Chen
+ PDF Chat	BubbleView	2017	Nam Wook Kim Zoya Bylinskii Michelle A. Borkin Krzysztof Z. Gajos Aude Oliva Frédo Durand Hanspeter Pfister
+	SalSum: Saliency-based Video Summarization using Generative Adversarial Networks	2020	George Pantazis George Dimas Dimitris K. Iakovidis

Works Cited by This (14)

Action	Title	Year	Authors
+	Pixels to Voxels: Modeling Visual Representation in the Human Brain	2014	Pulkit Agrawal Dustin Stansbury Jitendra Malik Jack L. Gallant
+	Theano: new features and speed improvements	2012	Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian J. Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun
+	TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking	2015	Pingmei Xu Krista A. Ehinger Yinda Zhang Adam Finkelstein Sanjeev R. Kulkarni Jianxiong Xiao
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell
+	Improving neural networks by preventing co-adaptation of feature detectors	2012	Geoffrey E. Hinton Nitish Srivastava Alex Krizhevsky Ilya Sutskever Ruslan Salakhutdinov
+	Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs	2014	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille
+	Return of the Devil in the Details: Delving Deep into Convolutional Nets	2014	Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik