Ashutosh Kumar

Convcast: An embedded convolutional LSTM based architecture for precipitation nowcasting using satellite data

Ashutosh Kumar, Tanvir Islam, Yoshihide Sekimoto et al. · PLoS ONE · 2020 · 114 citations · Full text

Convolutional Neural Network, Convolutional Lstm, Engineering +20

Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices

Ashutosh Kumar, Takehiro Kashiyama, Hiroya Maeda et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 25 citations · Full text

Engineering, Traffic Flow, Video Surveillance +20

Citywide reconstruction of cross-sectional traffic flow from moving camera videos

Ashutosh Kumar, Takehiro Kashiyama, Hiroya Maeda et al. · 2021 IEEE International Conference on Big Data (Big Data) · 2021 · 14 citations

Automotive Tracking, Engineering, Machine Learning +21

Road Rutting Detection using Deep Learning on Images

Poonam Kumari Saha, Deeksha Arya, Ashutosh Kumar et al. · 2022 IEEE International Conference on Big Data (Big Data) · 2022 · 12 citations

Image Classification, Severe Road Distress, Machine Vision +14

FEATURE RELEVANCE ANALYSIS FOR 3D POINT CLOUD CLASSIFICATION USING DEEP LEARNING

Ashutosh Kumar, Katharina Anders, Lukas Winiwarter et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2019 · 11 citations · Full text

Geometric Learning, Engineering, Machine Learning +18