Deepank Verma

Predicting human perception of the urban environment in a spatiotemporal urban setting using locally acquired street view images and audio clips

Deepank Verma, Arnab Jana, Krithi Ramamritham · Building and Environment · 2020 · 85 citations

Urban Geography, Street View Images, Engineering +13

Transfer learning approach to map urban slums using high and medium resolution satellite imagery

Deepank Verma, Arnab Jana, Krithi Ramamritham · Habitat International · 2019 · 80 citations

Cartography, Geospatial Mapping, Engineering +11

Machine-based understanding of manually collected visual and auditory datasets for urban perception studies

Deepank Verma, Arnab Jana, Krithi Ramamritham · Landscape and Urban Planning · 2019 · 30 citations

Engineering, Machine Learning, Machine Perception +17

Classification and mapping of sound sources in local urban streets through AudioSet data and Bayesian optimized Neural Networks

Deepank Verma, Arnab Jana, Krithi Ramamritham · Noise Mapping · 2019 · 20 citations · Full text

Music, Engineering, Machine Learning +23

LULC classification methodology based on simple Convolutional Neural Network to map complex urban forms at finer scale: Evidence from Mumbai

Deepank Verma, Arnab Jana · arXiv (Cornell University) · 2019 · 17 citations · Full text

Convolutional Neural Network, Finer Scale, Engineering +28