Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency
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Shiming Ge | Shengwei Zhao | Kui Fu | Jia Li | Jia Li | Shiming Ge | Shengwei Zhao | K. Fu
[1] Gang Wang,et al. Recurrent Attentional Networks for Saliency Detection , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[2] Ruigang Yang,et al. Saliency-Aware Video Object Segmentation , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Lihi Zelnik-Manor,et al. Learning Video Saliency from Human Gaze Using Candidate Selection , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[4] Aykut Erdem,et al. Two-Stream Convolutional Networks for Dynamic Saliency Prediction , 2016, ArXiv.
[5] Peng Jiang,et al. Salient Region Detection by UFO: Uniqueness, Focusness and Objectness , 2013, 2013 IEEE International Conference on Computer Vision.
[6] Y Wu,et al. Novel Approach to Position and Orientation Estimation in Vision-Based UAV Navigation , 2010, IEEE Transactions on Aerospace and Electronic Systems.
[7] Song-Chun Zhu,et al. Joint inference of groups, events and human roles in aerial videos , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[8] Haibin Ling,et al. Saliency Detection on Light Field , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[9] Jian Sun,et al. Accelerating Very Deep Convolutional Networks for Classification and Detection , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[10] Liqing Zhang,et al. Dynamic visual attention: searching for coding length increments , 2008, NIPS.
[11] Matthias Bethge,et al. DeepGaze II: Predicting fixations from deep features over time and tasks , 2017 .
[12] Jorma Laaksonen,et al. Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features , 2016, Neurocomputing.
[13] Huchuan Lu,et al. Deep Mutual Learning , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[14] Martin D. Levine,et al. Visual Saliency Based on Scale-Space Analysis in the Frequency Domain , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[15] Sanyuan Zhao,et al. Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection , 2018, ECCV.
[16] Haibin Ling,et al. Salient Object Detection in the Deep Learning Era: An In-Depth Survey , 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[17] Ali Borji,et al. CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research , 2015, ArXiv.
[18] Kui Fu,et al. Model-Guided Multi-Path Knowledge Aggregation for Aerial Saliency Prediction , 2020, IEEE Transactions on Image Processing.
[19] Wenguan Wang,et al. Deep Visual Attention Prediction , 2017, IEEE Transactions on Image Processing.
[20] Junwei Han,et al. A Deep Spatial Contextual Long-Term Recurrent Convolutional Network for Saliency Detection , 2016, IEEE Transactions on Image Processing.
[21] Matthias Bethge,et al. Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet , 2014, ICLR.
[22] Ali Borji,et al. Revisiting Video Saliency: A Large-Scale Benchmark and a New Model , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[23] Shu Fang,et al. Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis , 2017, IEEE Transactions on Neural Networks and Learning Systems.
[24] Liming Zhang,et al. A Novel Multiresolution Spatiotemporal Saliency Detection Model and Its Applications in Image and Video Compression , 2010, IEEE Transactions on Image Processing.
[25] Jian Sun,et al. Efficient and accurate approximations of nonlinear convolutional networks , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[26] Razvan Pascanu,et al. Policy Distillation , 2015, ICLR.
[27] Homer H. Chen,et al. Learning-Based Prediction of Visual Attention for Video Signals , 2011, IEEE Transactions on Image Processing.
[28] Aykut Erdem,et al. Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction , 2016, IEEE Transactions on Multimedia.
[29] K. Boudjit,et al. Detection and implementation autonomous target tracking with a Quadrotor AR.Drone , 2015, 2015 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO).
[30] Ali Borji,et al. Probabilistic learning of task-specific visual attention , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[31] Hongdong Li,et al. Adversarial Spatio-Temporal Learning for Video Deblurring , 2018, IEEE Transactions on Image Processing.
[32] Tiejun Huang,et al. Visual Saliency with Statistical Priors , 2013, International Journal of Computer Vision.
[33] Ling Shao,et al. Consistent Video Saliency Using Local Gradient Flow Optimization and Global Refinement , 2015, IEEE Transactions on Image Processing.
[34] Qi Zhao,et al. SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[35] Wen Gao,et al. Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video , 2010, International Journal of Computer Vision.
[36] Apostol Natsev,et al. YouTube-8M: A Large-Scale Video Classification Benchmark , 2016, ArXiv.
[37] Hung M. La,et al. Dynamic Target Tracking and Obstacle Avoidance using a Drone , 2015, ISVC.
[38] Sebastian Ruder,et al. An Overview of Multi-Task Learning in Deep Neural Networks , 2017, ArXiv.
[39] Cemal Aker,et al. Using deep networks for drone detection , 2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).
[40] Ke Zhang,et al. Saliency detection via local structure propagation , 2018, J. Vis. Commun. Image Represent..
[41] Yong Du,et al. Facial Expression Recognition Based on Deep Evolutional Spatial-Temporal Networks , 2017, IEEE Transactions on Image Processing.
[42] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[43] Gang Tao,et al. Video attention prediction using gaze saliency , 2017, Multimedia Tools and Applications.
[44] Frédo Durand,et al. What Do Different Evaluation Metrics Tell Us About Saliency Models? , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[45] Tie Liu,et al. DeepVS: A Deep Learning Based Video Saliency Prediction Approach , 2018, ECCV.
[46] Christof Koch,et al. A Model of Saliency-Based Visual Attention for Rapid Scene Analysis , 2009 .
[47] Matthias Bethge,et al. DeepGaze II: Reading fixations from deep features trained on object recognition , 2016, ArXiv.
[48] Rich Caruana,et al. Model compression , 2006, KDD '06.
[49] Yoshua Bengio,et al. FitNets: Hints for Thin Deep Nets , 2014, ICLR.
[50] Lihi Zelnik-Manor,et al. Context-aware saliency detection , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[51] Noel E. O'Connor,et al. Shallow and Deep Convolutional Networks for Saliency Prediction , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[52] Michael Dorr,et al. Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[53] Nicolas Riche,et al. Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics , 2013, 2013 IEEE International Conference on Computer Vision.
[54] Nuno Vasconcelos,et al. How many bits does it take for a stimulus to be salient? , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[55] Yueting Zhuang,et al. DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection , 2015, IEEE Transactions on Image Processing.
[56] Ling-Yu Duan,et al. Finding the Secret of Image Saliency in the Frequency Domain , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[57] Gang Wang,et al. Deep Level Sets for Salient Object Detection , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[58] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[59] Eunhyeok Park,et al. Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications , 2015, ICLR.
[60] Xuelong Li,et al. Visual saliency detection using information divergence , 2013, Pattern Recognit..
[61] Thomas Martinetz,et al. Intrinsic Dimensionality Predicts the Saliency of Natural Dynamic Scenes , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[62] Yuan Yu,et al. TensorFlow: A system for large-scale machine learning , 2016, OSDI.
[63] Peyman Milanfar,et al. Static and space-time visual saliency detection by self-resemblance. , 2009, Journal of vision.
[64] Laurent Itti,et al. Automatic foveation for video compression using a neurobiological model of visual attention , 2004, IEEE Transactions on Image Processing.
[65] Victor Leboran,et al. Dynamic Whitening Saliency , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[66] Junmo Kim,et al. A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[67] Weisi Lin,et al. A Video Saliency Detection Model in Compressed Domain , 2014, IEEE Transactions on Circuits and Systems for Video Technology.
[68] Misha Denil,et al. Predicting Parameters in Deep Learning , 2014 .
[69] Ali Borji,et al. Boosting bottom-up and top-down visual features for saliency estimation , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[70] Jing Li,et al. Visual Attention Modeling for Stereoscopic Video: A Benchmark and Computational Model , 2017, IEEE Transactions on Image Processing.
[71] Chun Chen,et al. Low-level and high-level prior learning for visual saliency estimation , 2014, Inf. Sci..
[72] Ling Shao,et al. Video Salient Object Detection via Fully Convolutional Networks , 2017, IEEE Transactions on Image Processing.
[73] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[74] Wataru Shimoda,et al. Saliency detection by forward and backward cues in deep-CNN , 2017, 2017 IEEE International Conference on Image Processing (ICIP).
[75] Yafei Song,et al. A Data-Driven Metric for Comprehensive Evaluation of Saliency Models , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[76] Nathalie Guyader,et al. Modelling Spatio-Temporal Saliency to Predict Gaze Direction for Short Videos , 2009, International Journal of Computer Vision.
[77] Kui Fu,et al. How Drones Look: Crowdsourced Knowledge Transfer for Aerial Video Saliency Prediction , 2018, ArXiv.
[78] Pietro Perona,et al. Graph-Based Visual Saliency , 2006, NIPS.
[79] Geoffrey E. Hinton,et al. Distilling the Knowledge in a Neural Network , 2015, ArXiv.
[80] Rich Caruana,et al. Do Deep Nets Really Need to be Deep? , 2013, NIPS.
[81] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[82] Zhenzhong Chen,et al. Improving Saliency Detection Based on Modeling Photographer's Intention , 2019, IEEE Transactions on Multimedia.