3 papers
cs.CV2024
AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization
Amir Kazemi, Qurat ul ain Fatima, Volodymyr Kindratenko +1
Image labeling is a critical bottleneck in the development of computer vision technologies, often constraining machine learning performance due to the time-intensive nature of manu…
eess.SP2022
Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram
Amir Kazemi, Hadi Meidani
A framework is proposed for the unconditional generation of synthetic time series based on learning from a single sample in low-data regime case. The framework aims at capturing th…
stat.ML2020
IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data
Amir Kazemi, Hadi Meidani
Increasing use of sensor data in intelligent transportation systems calls for accurate imputation algorithms that can enable reliable traffic management in the occasional absence o…