Research Projects
Projects Funded through NRF
2022-2025 : Accurate Depth Estimation for RGB-D for Driving (2022R1F1A1071452) National Research Foundation (NRF) Korea, approx. grant = 150 mil won for 3 years, (In progress)
2021~2024 : Creative Challenge Research Program (2021A1A01052521), National Research Foundation (NRF) Korea, approx. grant = 210 mil won for 3 years, (In progress)
2020~2027: BK21 Four smart (in progress)
2016-2019 : A Study on the Three-Dimensional shape restoration using Image focus through variational Optimization Based , 2016R1D1A1B03933860, NRF (National Research Foundation) Korea, (approx.. grant = 150 mil won for 3 years) , completed
2013-2016 : 3D shape estimation from Image focus using machine-learning approaches, 2013-R1A1A2008180 NRF (National Research Foundation) Korea, (approx.. grant = 140 mil won for 3 years) , completed
Projects Funded through KoreaTech
2022-2023: Handwritten Urdu characters and digits recognition using deep learning , KoreaTech, (grant: 9 mil won) , in progress
2021-2022: image dehazing through regularization-based methods, KoreaTech, (grant: 9 mil won for one year), completed.
2020-2021: Out-of-Focus blur detection and classification using deep learning , KoreaTech, (grant: 6 mil won for one year), completed.
2019-2020 : Blur detection and segmentation using machine learning techniques , KoreaTech, (grant 6 mil won), Completed .
2018-2019 : An Ensemble based Evolutionary Approach to Class Imbalance Problem with Applications in CBIR, KoreaTech, (grant 6 mil won) completed.
2017-2018 : Multi-resolution focus volumes aggregation in Shape from Focus,, KoreaTech, (grant 6 mil won) , completed.
2016-2017 : Copy-move Forgery Detection Technique for Forensic Analysis in Digital Images,, KoreaTech, (grant 5 mil won) , completed.
2015-2016 : Based Image Retrieval using Embedded Neural Networks with Bandletized Regions, KoreaTech, (grant 5 mil won), completed.
2014-2015 : Rician Noise from Magnetic Resonance Images , KoreaTech, (grant 5 mil won), completed
2013-2014 : Restoration and Enhancement of Medical Images through Learning Approaches, KoreaTech, (grant 5 mil won), completed
2012-2013 : Image deblurring and deconvolution using machine-learning approaches, KoreaTech, (grant 5 mil won) , completed
2011-2012 : Three-dimensional Shape Recovery of Microscopic Objects, KoreaTech, (grant 5 mil won), Completed
2011-2011 : Impulse Noise Filtering through Evolutionary Approach, Tesla System, (grant 5 mil won) Completed