Search

Your search keyword '"Seetharaman, Guna"' showing total 277 results
Start Over Author "Seetharaman, Guna"
277 results on '"Seetharaman, Guna"'

3. Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos

Author

Al-Shakarji, Noor, Bunyak, Filiz, Aliakbarpour, Hadi, Seetharaman, Guna, and Palaniappan, Kannappan

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Detection of moving objects such as vehicles in videos acquired from an airborne camera is very useful for video analytics applications. Using fast low power algorithms for onboard moving object detection would also provide region of interest-based semantic information for scene content aware image compression. This would enable more efficient and flexible communication link utilization in lowbandwidth airborne cloud computing networks. Despite recent advances in both UAV or drone platforms and imaging sensor technologies, vehicle detection from aerial video remains challenging due to small object sizes, platform motion and camera jitter, obscurations, scene complexity and degraded imaging conditions. This paper proposes an efficient moving vehicle detection pipeline which synergistically fuses both appearance and motion-based detections in a complementary manner using deep learning combined with flux tensor spatio-temporal filtering. Our proposed multi-cue pipeline is able to detect moving vehicles with high precision and recall, while filtering out false positives such as parked vehicles, through intelligent fusion. Experimental results show that incorporating contextual information of moving vehicles enables high semantic compression ratios of over 100:1 with high image fidelity, for better utilization of limited bandwidth air-to-ground network links., Comment: CVPR2019 Workshop on Detecting Objects in Aerial Images

Published
2019

4. Fast Integral Histogram Computations on GPU for Real-Time Video Analytics

Author

Poostchi, Mahdieh, Palaniappan, Kannappan, Li, Da, Becchi, Michela, Bunyak, Filiz, and Seetharaman, Guna

Subjects
Computer Science - Distributed, Parallel, and Cluster Computing
Abstract

In many Multimedia content analytics frameworks feature likelihood maps represented as histograms play a critical role in the overall algorithm. Integral histograms provide an efficient computational framework for extracting multi-scale histogram-based regional descriptors in constant time which are considered as the principle building blocks of many video content analytics frameworks. We evaluate four different mappings of the integral histogram computation onto Graphics Processing Units (GPUs) using different kernel optimization strategies. Our kernels perform cumulative sums on row and column histograms in a cross-weave or wavefront scan order, use different data organization and scheduling methods that is shown to critically affect utilization of GPU resources (cores and shared memory). Tiling the 3-D array into smaller regular data blocks significantly speeds up the efficiency of the computation compared to a strip-based organization. The tiled integral histogram using a diagonal wavefront scan has the best performance of about 300.4 frames/sec for 640 x 480 images and 32 bins with a speedup factor of about 120 using GTX Titan X graphics card compared to a single threaded sequential CPU implementation. Double-buffering has been exploited to overlap computation and communication across sequence of images. Mapping integral histogram bins computations onto multiple GPUs enables us to process 32 giga bytes integral histogram data (of 64MB Image and 128 bins) with a frame rate of 0.73 Hz and speedup factor of 153X over single-threaded CPU implementation and the speedup of 45X over 16-threaded CPU implementation., Comment: GPU Implementation of Integral Histogram

Published
2017

6. City-Scale Point Cloud Stitching Using 2D/3D Registration for Large Geographical Coverage

Author

Yao, Shizeng, AliAkbarpour, Hadi, Seetharaman, Guna, Palaniappan, Kannappan, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Del Bimbo, Alberto, editor, Cucchiara, Rita, editor, Sclaroff, Stan, editor, Farinella, Giovanni Maria, editor, Mei, Tao, editor, Bertini, Marco, editor, Escalante, Hugo Jair, editor, and Vezzani, Roberto, editor

Published
2021
Full Text
View/download PDF

7. Multi-Scale Spatially Weighted Local Histograms in O(1)

Author

Poostchi, Mahdieh, Shafiekhani, Ali, Palaniappan, Kannappan, and Seetharaman, Guna

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Weighting pixel contribution considering its location is a key feature in many fundamental image processing tasks including filtering, object modeling and distance matching. Several techniques have been proposed that incorporate Spatial information to increase the accuracy and boost the performance of detection, tracking and recognition systems at the cost of speed. But, it is still not clear how to efficiently ex- tract weighted local histograms in constant time using integral histogram. This paper presents a novel algorithm to compute accurately multi-scale Spatially weighted local histograms in constant time using Weighted Integral Histogram (SWIH) for fast search. We applied our spatially weighted integral histogram approach for fast tracking and obtained more accurate and robust target localization result in comparison with using plain histogram., Comment: 5 pages, 7 figures

Published
2017

8. VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results

Author

Fan, Heng, Du, Dawei, Wen, Longyin, Zhu, Pengfei, Hu, Qinghua, Ling, Haibin, Shah, Mubarak, Pan, Junwen, Schumann, Arne, Dong, Bin, Stadler, Daniel, Xu, Duo, Bunyak, Filiz, Seetharaman, Guna, Liu, Guizhong, Haritha, V., Hrishikesh, P. S., Han, Jie, Palaniappan, Kannappan, Zhu, Kaojin, Sommer, Lars Wilko, Zhang, Libo, Shine, Linu, Yao, Min, Al-Shakarji, Noor M., Li, Shengwen, Sun, Ting, Sai, Wang, Yu, Wentao, Wu, Xi, Hong, Xiaopeng, Wei, Xing, Zhao, Xingjie, Zhao, Yanyun, Gong, Yihong, Yao, Yuehan, He, Yuhang, Zhao, Zhaoze, Xie, Zhen, Yang, Zheng, Xu, Zhenyu, Luo, Zhipeng, Duan, Zhizhao, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Bartoli, Adrien, editor, and Fusiello, Andrea, editor

Published
2020
Full Text
View/download PDF

10. VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results

Author

Zhu, Pengfei, Wen, Longyin, Du, Dawei, Bian, Xiao, Ling, Haibin, Hu, Qinghua, Wu, Haotian, Nie, Qinqin, Cheng, Hao, Liu, Chenfeng, Liu, Xiaoyu, Ma, Wenya, Wang, Lianjie, Schumann, Arne, Wang, Dan, Ortego, Diego, Luna, Elena, Michail, Emmanouil, Bochinski, Erik, Ni, Feng, Bunyak, Filiz, Zhang, Gege, Seetharaman, Guna, Li, Guorong, Yu, Hongyang, Kompatsiaris, Ioannis, Zhao, Jianfei, Gao, Jie, Martínez, José M., San Miguel, Juan C., Palaniappan, Kannappan, Avgerinakis, Konstantinos, Sommer, Lars, Lauer, Martin, Liu, Mengkun, Al-Shakarji, Noor M., Acatay, Oliver, Giannakeris, Panagiotis, Zhao, Qijie, Ma, Qinghua, Huang, Qingming, Vrochidis, Stefanos, Sikora, Thomas, Senst, Tobias, Song, Wei, Tian, Wei, Zhang, Wenhua, Zhao, Yanyun, Bai, Yidong, Wu, Yinan, Wang, Yongtao, Li, Yuxuan, Pi, Zhaoliang, Ma, Zhiming, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Leal-Taixé, Laura, editor, and Roth, Stefan, editor

Published
2019
Full Text
View/download PDF

15. VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results

Author

Fan, Heng, primary, Du, Dawei, additional, Wen, Longyin, additional, Zhu, Pengfei, additional, Hu, Qinghua, additional, Ling, Haibin, additional, Shah, Mubarak, additional, Pan, Junwen, additional, Schumann, Arne, additional, Dong, Bin, additional, Stadler, Daniel, additional, Xu, Duo, additional, Bunyak, Filiz, additional, Seetharaman, Guna, additional, Liu, Guizhong, additional, Haritha, V., additional, Hrishikesh, P. S., additional, Han, Jie, additional, Palaniappan, Kannappan, additional, Zhu, Kaojin, additional, Sommer, Lars Wilko, additional, Zhang, Libo, additional, Shine, Linu, additional, Yao, Min, additional, Al-Shakarji, Noor M., additional, Li, Shengwen, additional, Sun, Ting, additional, Sai, Wang, additional, Yu, Wentao, additional, Wu, Xi, additional, Hong, Xiaopeng, additional, Wei, Xing, additional, Zhao, Xingjie, additional, Zhao, Yanyun, additional, Gong, Yihong, additional, Yao, Yuehan, additional, He, Yuhang, additional, Zhao, Zhaoze, additional, Xie, Zhen, additional, Yang, Zheng, additional, Xu, Zhenyu, additional, Luo, Zhipeng, additional, and Duan, Zhizhao, additional

Published
2020
Full Text
View/download PDF

17. The Visual Object Tracking VOT2016 Challenge Results

Author

Kristan, Matej, Leonardis, Aleš, Matas, Jiři, Felsberg, Michael, Pflugfelder, Roman, Čehovin, Luka, Vojír̃, Tomáš, Häger, Gustav, Lukežič, Alan, Fernández, Gustavo, Gupta, Abhinav, Petrosino, Alfredo, Memarmoghadam, Alireza, Garcia-Martin, Alvaro, Solís Montero, Andrés, Vedaldi, Andrea, Robinson, Andreas, Ma, Andy J., Varfolomieiev, Anton, Alatan, Aydin, Erdem, Aykut, Ghanem, Bernard, Liu, Bin, Han, Bohyung, Martinez, Brais, Chang, Chang-Ming, Xu, Changsheng, Sun, Chong, Kim, Daijin, Chen, Dapeng, Du, Dawei, Mishra, Deepak, Yeung, Dit-Yan, Gundogdu, Erhan, Erdem, Erkut, Khan, Fahad, Porikli, Fatih, Zhao, Fei, Bunyak, Filiz, Battistone, Francesco, Zhu, Gao, Roffo, Giorgio, Subrahmanyam, Gorthi R. K. Sai, Bastos, Guilherme, Seetharaman, Guna, Medeiros, Henry, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lu, Huchuan, Lee, Hyemin, Nam, Hyeonseob, Chang, Hyung Jin, Drummond, Isabela, Valmadre, Jack, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Yeong, Zhu, Jianke, Feng, Jiayi, Gao, Jin, Choi, Jin Young, Xiao, Jingjing, Kim, Ji-Wan, Jeong, Jiyeoup, Henriques, João F., Lang, Jochen, Choi, Jongwon, Martinez, Jose M., Xing, Junliang, Gao, Junyu, Palaniappan, Kannappan, Lebeda, Karel, Gao, Ke, Mikolajczyk, Krystian, Qin, Lei, Wang, Lijun, Wen, Longyin, Bertinetto, Luca, Rapuru, Madan Kumar, Poostchi, Mahdieh, Maresca, Mario, Danelljan, Martin, Mueller, Matthias, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Baek, Mooyeol, Khan, Muhammad Haris, Wang, Naiyan, Fan, Nana, Al-Shakarji, Noor, Miksik, Ondrej, Akin, Osman, Moallem, Payman, Senna, Pedro, Torr, Philip H. S., Yuen, Pong C., Huang, Qingming, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganière, Robert, Stolkin, Rustam, Walsh, Ryan, Krah, Sebastian B., Li, Shengkun, Zhang, Shengping, Yao, Shizeng, Hadfield, Simon, Melzi, Simone, Lyu, Siwei, Li, Siyi, Becker, Stefan, Golodetz, Stuart, Kakanuru, Sumithra, Choi, Sunglok, Hu, Tao, Mauthner, Thomas, Zhang, Tianzhu, Pridmore, Tony, Santopietro, Vincenzo, Hu, Weiming, Li, Wenbo, Hübner, Wolfgang, Lan, Xiangyuan, Wang, Xiaomeng, Li, Xin, Li, Yang, Demiris, Yiannis, Wang, Yifan, Qi, Yuankai, Yuan, Zejian, Cai, Zexiong, Xu, Zhan, He, Zhenyu, Chi, Zhizhen, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Hua, Gang, editor, and Jégou, Hervé, editor

Published
2016
Full Text
View/download PDF

18. The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results

Author

Felsberg, Michael, Kristan, Matej, Matas, Jiři, Leonardis, Aleš, Pflugfelder, Roman, Häger, Gustav, Berg, Amanda, Eldesokey, Abdelrahman, Ahlberg, Jörgen, Čehovin, Luka, Vojír̃, Tomáš, Lukežič, Alan, Fernández, Gustavo, Petrosino, Alfredo, Garcia-Martin, Alvaro, Montero, Andrés Solís, Varfolomieiev, Anton, Erdem, Aykut, Han, Bohyung, Chang, Chang-Ming, Du, Dawei, Erdem, Erkut, Khan, Fahad Shahbaz, Porikli, Fatih, Zhao, Fei, Bunyak, Filiz, Battistone, Francesco, Zhu, Gao, Seetharaman, Guna, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Nam, Hyeonseob, Valmadre, Jack, Zhu, Jianke, Feng, Jiayi, Lang, Jochen, Martinez, Jose M., Palaniappan, Kannappan, Lebeda, Karel, Gao, Ke, Mikolajczyk, Krystian, Wen, Longyin, Bertinetto, Luca, Poostchi, Mahdieh, Maresca, Mario, Danelljan, Martin, Arens, Michael, Tang, Ming, Baek, Mooyeol, Fan, Nana, Al-Shakarji, Noor, Miksik, Ondrej, Akin, Osman, Torr, Philip H. S., Huang, Qingming, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganière, Robert, Krah, Sebastian B., Li, Shengkun, Yao, Shizeng, Hadfield, Simon, Lyu, Siwei, Becker, Stefan, Golodetz, Stuart, Hu, Tao, Mauthner, Thomas, Santopietro, Vincenzo, Li, Wenbo, Hübner, Wolfgang, Li, Xin, Li, Yang, Xu, Zhan, He, Zhenyu, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Hua, Gang, editor, and Jégou, Hervé, editor

Published
2016
Full Text
View/download PDF

19. GLSNet++: Global and Local-Stream Feature Fusion for LiDAR Point Cloud Semantic Segmentation Using GNN Demixing Block

Author

Bao, Rina, Palaniappan, Kannappan, Zhao, Yunxin, and Seetharaman, Guna

Abstract

Semantic point cloud segmentation is a critical task in 3-D computer vision, offering valuable contextual information for navigation, cartography, landmarks, object recognition, and building modeling. We developed global and local stream deep network (GLSNet++), an innovative deep learning architecture for robust context-dependent 3-D point cloud segmentation. GLSNet++ uniquely combines dual streams of global and local feature manifolds to capture multiscale contextual and structural information, addressing challenges due to highly varying object sizes in urban scenes. To effectively and efficiently refine mixed class labels from cross-scale global and local streams, GLSNet++ incorporates a novel graph neural network (GNN)-based demixing block (GDB) for accurately resolving class membership near voxel boundaries with spatial context-dependent feature fusion. We validate GLSNet++ on the IEEE DFT4 LiDAR dataset, achieving competitive city-scale semantic segmentation that can be extended to more classes, higher-resolution point clouds, and larger geographic regions. GLSNet++ exhibits strong generalization when tested on an independent LiDAR dataset from Columbia, Missouri evaluated using OpenStreetMap (OSM).

Published
2024
Full Text
View/download PDF

22. Efficient GPU Implementation of the Integral Histogram

Author

Poostchi, Mahdieh, Palaniappan, Kannappan, Bunyak, Filiz, Becchi, Michela, Seetharaman, Guna, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Park, Jong-Il, editor, and Kim, Junmo, editor

Published
2013
Full Text
View/download PDF

23. ShareBoost: Boosting for Multi-view Learning with Performance Guarantees

Author

Peng, Jing, Barbu, Costin, Seetharaman, Guna, Fan, Wei, Wu, Xian, Palaniappan, Kannappan, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Gunopulos, Dimitrios, editor, Hofmann, Thomas, editor, Malerba, Donato, editor, and Vazirgiannis, Michalis, editor

Published
2011
Full Text
View/download PDF

24. Parallel Implementation of the Integral Histogram

Author

Bellens, Pieter, Palaniappan, Kannappan, Badia, Rosa M., Seetharaman, Guna, Labarta, Jesus, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Blanc-Talon, Jacques, editor, Kleihorst, Richard, editor, Philips, Wilfried, editor, Popescu, Dan, editor, and Scheunders, Paul, editor

Published
2011
Full Text
View/download PDF

26. Parallel Blob Extraction Using the Multi-core Cell Processor

Author

Kumar, Praveen, Palaniappan, Kannappan, Mittal, Ankush, Seetharaman, Guna, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Blanc-Talon, Jacques, editor, Philips, Wilfried, editor, Popescu, Dan, editor, and Scheunders, Paul, editor

Published
2009
Full Text
View/download PDF

27. Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification

Author

Hafiane, Adel, Seetharaman, Guna, Palaniappan, Kannappan, Zavidovique, Bertrand, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Campilho, Aurélio, editor, and Kamel, Mohamed, editor

Published
2008
Full Text
View/download PDF

28. CajunBot: Architecture and Algorithms

Author

Lakhotia, Arun, Golconda, Suresh, Maida, Anthony, Mejia, Pablo, Puntambeker, Amit, Seetharaman, Guna, Wilson, Scott, Siciliano, Bruno, editor, Khatib, Oussama, editor, Groen, Frans, editor, Buehler, Martin, editor, Iagnemma, Karl, editor, and Singh, Sanjiv, editor

Published
2007
Full Text
View/download PDF

29. Median Binary Pattern for Textures Classification

Author

Hafiane, Adel, Seetharaman, Guna, Zavidovique, Bertrand, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Kamel, Mohamed, editor, and Campilho, Aurélio, editor

Published
2007
Full Text
View/download PDF

49. VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results

Author

Wen, Longyin, primary, Zhu, Pengfei, additional, Du, Dawei, additional, Bian, Xiao, additional, Ling, Haibin, additional, Hu, Qinghua, additional, Zheng, Jiayu, additional, Peng, Tao, additional, Wang, Xinyao, additional, Zhang, Yue, additional, Bo, Liefeng, additional, Shi, Hailin, additional, Zhu, Rui, additional, Jadhav, Ajit, additional, Dong, Bing, additional, Lall, Brejesh, additional, Liu, Chang, additional, Zhang, Chunhui, additional, Wang, Dong, additional, Ni, Feng, additional, Bunyak, Filiz, additional, Wang, Gaoang, additional, Liu, Guizhong, additional, Seetharaman, Guna, additional, Li, Guorong, additional, Ardo, Hakan, additional, Zhang, Haotian, additional, Yu, Hongyang, additional, Lu, Huchuan, additional, Hwang, Jenq-Neng, additional, Mu, Jiatong, additional, Hu, Jinrong, additional, Palaniappan, Kannappan, additional, Chen, Long, additional, Ding, Lu, additional, Lauer, Martin, additional, Nilsson, Mikael, additional, Al-Shakarji, Noor M., additional, Mukherjee, Prerana, additional, Huang, Qingming, additional, Laganiere, Robert, additional, Chen, Shuhao, additional, Pan, Siyang, additional, Kaushik, Vinay, additional, Shi, Wei, additional, Tian, Wei, additional, Li, Weiqiang, additional, Chen, Xin, additional, Zhang, Xinyu, additional, Zhang, Yanting, additional, Zhao, Yanyun, additional, Wang, Yong, additional, Song, Yuduo, additional, Yao, Yuehan, additional, Chen, Zhaotang, additional, Xu, Zhenyu, additional, Xiao, Zhibin, additional, Tong, Zhihang, additional, Luo, Zhipeng, additional, and Sun, Zhuojin, additional

Published
2019
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results