Victor Stamatescu

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 10

Top Topics

Prior Knowledge

Feature Extraction

Convolutional Neural Networks

Top Venues

Pattern Recognit.

IEEE Trans. Image Process.

Publications

Hye-Won Jung, Sang-Heon Lee, Martin Donnelley, David Parsons, Victor Stamatescu, Ivan Lee
Multiple particle tracking in time-lapse synchrotron X-ray images using discriminative appearance and neighbouring topology learning. Pattern Recognit. 93 (2019)
Victor Stamatescu, Mark D. McDonnell
Diagnosing Convolutional Neural Networks using Their Spectral Response. DICTA (2018)
Victor Stamatescu, Mark D. McDonnell
Diagnosing Convolutional Neural Networks using their Spectral Response. CoRR (2018)
Sebastien C. Wong, Victor Stamatescu, Adam Gatt, David A. Kearney, Ivan Lee, Mark D. McDonnell
Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition. CoRR (2017)
Victor Stamatescu, Peter Barsznica, Manjung Kim, Kin K. Liu, Mark McKenzie, Will Meakin, Gwilyn Saunders, Sebastien C. Wong, Russell S. A. Brinkworth
Automatic Ground Truths: Projected Image Annotations for Omnidirectional Vision. DICTA (2017)
Victor Stamatescu, Peter Barsznica, Manjung Kim, Kin K. Liu, Mark McKenzie, Will Meakin, Gwilyn Saunders, Sebastien C. Wong, Russell S. A. Brinkworth
Automatic Ground Truths: Projected Image Annotations for Omnidirectional Vision. CoRR (2017)
Sebastien C. Wong, Victor Stamatescu, Adam Gatt, David A. Kearney, Ivan Lee, Mark D. McDonnell
Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition. IEEE Trans. Image Process. 26 (10) (2017)
Avishek Chakraborty, Victor Stamatescu, Sebastien C. Wong, Grant B. Wigley, David A. Kearney
A data set for evaluating the performance of multi-class multi-object video tracking. CoRR (2017)
Sebastien C. Wong, Adam Gatt, Victor Stamatescu, Mark D. McDonnell
Understanding data augmentation for classification: when to warp? CoRR (2016)
Sebastien C. Wong, Adam Gatt, Victor Stamatescu, Mark D. McDonnell
Understanding Data Augmentation for Classification: When to Warp? DICTA (2016)
Sebastien C. Wong, Adam Gatt, David A. Kearney, Anthony Milton, Victor Stamatescu
A Competitive Attentional Approach to Mitigating Model Drift in Adaptive Visual Tracking. IVCNZ (2014)