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When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition


Apr 26, 2020
Ali Caglayan, Nevrez Imamoglu, Ahmet Burak Can, Ryosuke Nakamura

* 16 pages, 12 figures, 6 tables 

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Salient object detection on hyperspectral images using features learned from unsupervised segmentation task


Feb 28, 2019
Nevrez Imamoglu, Guanqun Ding, Yuming Fang, Asako Kanezaki, Toru Kouyama, Ryosuke Nakamura

* 5 pages, 3 figures, accepted to appear in IEEE ICASSP 2019 (accepted version) 

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An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness


Jul 04, 2018
Nevrez Imamoglu, Wataru Shimoda, Chi Zhang, Yuming Fang, Asako Kanezaki, Keiji Yanai, Yoshifumi Nishida

* Nevrez Imamoglu and Wataru Shimoda and Chi Zhang and Yuming Fang and Asako Kanezaki and Keiji Yanai and Yoshifumi Nishida, Signal Image and Video Processing (SIViP), Springer, Vol. 12, Issue 2, pp 307-314, Feb 2018 
* 9 pages, 3 figures, 3 tables, This work includes the accepted version content of the paper published in journal of Signal Image and Video Processing (SIViP, Springer), Vol. 12, Issue 2, pp 307-314, Feb 2018 (DOI: https://doi.org/10.1007/s11760-017-1159-7

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Hyperspectral Image Dataset for Benchmarking on Salient Object Detection


Jul 02, 2018
Nevrez Imamoglu, Yu Oishi, Xiaoqiang Zhang, Guanqun Ding, Yuming Fang, Toru Kouyama, Ryosuke Nakamura

* 3 pages, 3 figures. 2 tables, appeared in the Proceedings of the 10th International Conference on Quality of Multimedia Experience (QoMEX 2018) 

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Saliency Detection by Forward and Backward Cues in Deep-CNNs


Jun 21, 2017
Nevrez Imamoglu, Chi Zhang, Wataru Shimoda, Yuming Fang, Boxin Shi

* 5 pages,4 figures,and 1 table. the content of this work is accepted for ICIP 2017 

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Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Weakly-Supervised CNN with Feedback Features and m-PCNN Fusion


Jun 21, 2017
Nevrez Imamoglu, Motoki Kimura, Hiroki Miyamoto, Aito Fujita, Ryosuke Nakamura

* 9 pages, 9 figures, 4 tables 

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Saliency Fusion in Eigenvector Space with Multi-Channel Pulse Coupled Neural Network


Mar 01, 2017
Nevrez Imamoglu, Zhixuan Wei, Huangjun Shi, Yuki Yoshida, Myagmarbayar Nergui, Jose Gonzalez, Dongyun Gu, Weidong Chen, Kenzo Nonami, Wenwei Yu

* Evaluating AAL Systems Through Competitive Benchmarking, Communications in Computer and Information Science, 2013 
* 8 pages, 9 figures, 1 table. This submission includes detailed explanation of partial section (saliency detection) of the work "An Improved Saliency for RGB-D Visual Tracking and Control Strategies for a Bio-monitoring Mobile Robot", Evaluating AAL Systems Through Competitive Benchmarking, Communications in Computer and Information Science, vol. 386, pp.1-12, 2013 

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