A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-Time Systems.

Andrés Ussa Andrés Ussa Caycedo

Andrés Ussa Chockalingam Senthil Rajen Tarun Pulluri Deepak Singla Jyotibdha Acharya Gideon Fu Chuanrong Arindam Basu Bharath Ramesh 0001 A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-Time Systems. 10726-10735 2024 August 35 IEEE Trans. Neural Networks Learn. Syst. 8 https://doi.org/10.1109/TNNLS.2023.3243679 db/journals/tnn/tnn35.html#UssaRPSACBR24 streams/journals/tnn

Vivek Mohan Deepak Singla Tarun Pulluri Andrés Ussa Pradeep Kumar Gopalakrishnan Pao-Sheng Sun Bharath Ramesh 0001 Arindam Basu EBBINNOT: A Hardware-Efficient Hybrid Event-Frame Tracker for Stationary Dynamic Vision Sensors. 20902-20917 2022 9 IEEE Internet Things J. 21 https://doi.org/10.1109/JIOT.2022.3178120 db/journals/iotj/iotj9.html#MohanSPUGSRB22

Bharath Ramesh 0001 Shihao Zhang Hong Yang Andrés Ussa Matthew Ong Garrick Orchard Cheng Xiang 0001 e-TLD: Event-Based Framework for Dynamic Object Tracking. 3996-4006 2021 31 IEEE Trans. Circuits Syst. Video Technol. 10 https://doi.org/10.1109/TCSVT.2020.3044287 db/journals/tcsv/tcsv31.html#RameshZYUOOX21

Deepak Singla Soham Chatterjee Lavanya Ramapantulu Andrés Ussa Bharath Ramesh 0001 Arindam Basu HyNNA: Improved Performance for Neuromorphic Vision Sensor Based Surveillance using Hybrid Neural Network Architecture. 1-5 2020 ISCAS https://doi.org/10.1109/ISCAS45731.2020.9180506 conf/iscas/2020 db/conf/iscas/iscas2020.html#SinglaCRU0B20

Deepak Singla Soham Chatterjee Lavanya Ramapantulu Andrés Ussa Bharath Ramesh 0001 Arindam Basu HyNNA: Improved Performance for Neuromorphic Vision Sensor based Surveillance using Hybrid Neural Network Architecture. 2020 abs/2003.08603 CoRR https://arxiv.org/abs/2003.08603 db/journals/corr/corr2003.html#abs-2003-08603

Deepak Singla Vivek Mohan Tarun Pulluri Andrés Ussa Bharath Ramesh 0001 Arindam Basu EBBINNOT: A Hardware Efficient Hybrid Event-Frame Tracker for Stationary Neuromorphic Vision Sensors. 2020 abs/2006.00422 CoRR https://arxiv.org/abs/2006.00422 db/journals/corr/corr2006.html#abs-2006-00422

Andrés Ussa Chockalingam Senthil Rajen Deepak Singla Jyotibdha Acharya Gideon Fu Chuanrong Arindam Basu Bharath Ramesh 0001 A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-time Systems. 2020 abs/2007.11404 CoRR https://arxiv.org/abs/2007.11404 db/journals/corr/corr2007.html#abs-2007-11404

Bharath Ramesh 0001 Shihao Zhang Hong Yang Andrés Ussa Matthew Ong Garrick Orchard Cheng Xiang 0001 e-TLD: Event-based Framework for Dynamic Object Tracking. 2020 abs/2009.00855 CoRR https://arxiv.org/abs/2009.00855 db/journals/corr/corr2009.html#abs-2009-00855

Jyotibdha Acharya Andrés Ussa Caycedo Vandana Reddy Padala Rishi Raj Sidhu Singh Garrick Orchard Bharath Ramesh 0001 Arindam Basu EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT using Stationary Neuromorphic Vision Sensors. 318-323 2019 SoCC https://doi.org/10.1109/SOCC46988.2019.1570553690 conf/socc/2019 db/conf/socc/socc2019.html#AcharyaCPSO0B19

Bharath Ramesh 0001 Andrés Ussa Luca Della Vedova Hong Yang Garrick Orchard PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. 2019 abs/1904.12665 CoRR http://arxiv.org/abs/1904.12665 db/journals/corr/corr1904.html#abs-1904-12665

Jyotibdha Acharya Andrés Ussa Caycedo Vandana Reddy Padala Rishi Raj Sidhu Singh Garrick Orchard Bharath Ramesh 0001 Arindam Basu EBBIOT: A Low-complexity Tracking Algorithm for Surveillance in IoVT Using Stationary Neuromorphic Vision Sensors. 2019 abs/1910.01851 CoRR http://arxiv.org/abs/1910.01851 db/journals/corr/corr1910.html#abs-1910-01851

Andrés Ussa Luca Della Vedova Vandana Reddy Padala Deepak Singla Jyotibdha Acharya Charles Zhang Lei Garrick Orchard Arindam Basu Bharath Ramesh 0001 A low-power end-to-end hybrid neuromorphic framework for surveillance applications. 2019 abs/1910.09806 CoRR http://arxiv.org/abs/1910.09806 db/journals/corr/corr1910.html#abs-1910-09806

Bharath Ramesh 0001 Andrés Ussa Luca Della Vedova Hong Yang Garrick Orchard PCA-RECT: An Energy-Efficient Object Detection Approach for Event Cameras. 434-449 2018 ACCV Workshops https://doi.org/10.1007/978-3-030-21074-8_35 conf/accv/2018w db/conf/accv/accv2018w.html#0001UVYO18 Jyotibdha Acharya Arindam Basu Soham Chatterjee Gideon Fu Chuanrong Pradeep Kumar Gopalakrishnan Charles Zhang Lei Vivek Mohan Matthew Ong Garrick Orchard Vandana PadalaVandana Reddy Padala Tarun Pulluri Chockalingam Senthil Rajen Lavanya Ramapantulu Bharath Ramesh 0001 Rishi Raj Sidhu Singh Deepak Singla Pao-Sheng Sun Luca Della Vedova Cheng Xiang 0001 Hong Yang Shihao Zhang