Andrés Ussa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Principle Component Analysis

Appearance Modeling

Object Tracking

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Internet Things J.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Andrés Ussa, Chockalingam Senthil Rajen, Tarun Pulluri, Deepak Singla, Jyotibdha Acharya, Gideon Fu Chuanrong, Arindam Basu, Bharath Ramesh
A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-Time Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Vivek Mohan, Deepak Singla, Tarun Pulluri, Andrés Ussa, Pradeep Kumar Gopalakrishnan, Pao-Sheng Sun, Bharath Ramesh, Arindam Basu
EBBINNOT: A Hardware-Efficient Hybrid Event-Frame Tracker for Stationary Dynamic Vision Sensors. IEEE Internet Things J. 9 (21) (2022)
Bharath Ramesh, Shihao Zhang, Hong Yang, Andrés Ussa, Matthew Ong, Garrick Orchard, Cheng Xiang
e-TLD: Event-Based Framework for Dynamic Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Andrés Ussa, Chockalingam Senthil Rajen, Deepak Singla, Jyotibdha Acharya, Gideon Fu Chuanrong, Arindam Basu, Bharath Ramesh
A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-time Systems. CoRR (2020)
Deepak Singla, Vivek Mohan, Tarun Pulluri, Andrés Ussa, Bharath Ramesh, Arindam Basu
EBBINNOT: A Hardware Efficient Hybrid Event-Frame Tracker for Stationary Neuromorphic Vision Sensors. CoRR (2020)
Deepak Singla, Soham Chatterjee, Lavanya Ramapantulu, Andrés Ussa, Bharath Ramesh, Arindam Basu
HyNNA: Improved Performance for Neuromorphic Vision Sensor Based Surveillance using Hybrid Neural Network Architecture. ISCAS (2020)
Bharath Ramesh, Shihao Zhang, Hong Yang, Andrés Ussa, Matthew Ong, Garrick Orchard, Cheng Xiang
e-TLD: Event-based Framework for Dynamic Object Tracking. CoRR (2020)
Deepak Singla, Soham Chatterjee, Lavanya Ramapantulu, Andrés Ussa, Bharath Ramesh, Arindam Basu
HyNNA: Improved Performance for Neuromorphic Vision Sensor based Surveillance using Hybrid Neural Network Architecture. CoRR (2020)
Andrés Ussa, Luca Della Vedova, Vandana Reddy Padala, Deepak Singla, Jyotibdha Acharya, Charles Zhang Lei, Garrick Orchard, Arindam Basu, Bharath Ramesh
A low-power end-to-end hybrid neuromorphic framework for surveillance applications. CoRR (2019)
Bharath Ramesh, Andrés Ussa, Luca Della Vedova, Hong Yang, Garrick Orchard
PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. CoRR (2019)
Bharath Ramesh, Andrés Ussa, Luca Della Vedova, Hong Yang, Garrick Orchard
PCA-RECT: An Energy-Efficient Object Detection Approach for Event Cameras. ACCV Workshops (2018)