Mr. Dimitris G. Chachlakis Profile

Dimitris G. Chachlakis

Research Assistant at Rochester Institute of Technology

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Publications (4)

Proceedings Article | 15 May 2020 Presentation + Paper

Vehicle detection from multi-modal aerial imagery using YOLOv3 with mid-level fusion

Mayur Dhanaraj, Manish Sharma, Tiyasa Sarkar, Srivallabha Karnam, Dimitris Chachlakis, Raymond Ptucha, Panos Markopoulos, Eli Saber

Proceedings Volume 11395, 1139506 (2020) https://doi.org/10.1117/12.2558115

KEYWORDS: RGB color model, Infrared imaging, Image fusion, Airborne remote sensing, Target detection, Feature extraction, Data fusion, Defense and security, Neural networks

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Proceedings Article | 13 May 2019 Paper

Options for multimodal classification based on L1-Tucker decomposition

Dimitris Chachlakis, Mayur Dhanaraj, Ashley Prater-Bennette, Panos Markopoulos

Proceedings Volume 10989, 109890O (2019) https://doi.org/10.1117/12.2520140

KEYWORDS: Feature extraction, Video, Binary data, Data processing, Image classification, Signal detection, Matrices, Resistance, Microelectronics, Electrical engineering, Data analysis

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Proceedings Article | 14 May 2018 Paper

Robust decomposition of 3-way tensors based on L1-norm

Dimitris Chachlakis, Panos Markopoulos

Proceedings Volume 10658, 1065807 (2018) https://doi.org/10.1117/12.2307843

KEYWORDS: Principal component analysis, Matrices, Data processing, Resistance, Signal processing, Statistical analysis, Reconstruction algorithms, Microelectronics, Electrical engineering, Machine learning

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Proceedings Article | 5 May 2017 Presentation + Paper

Visual tracking with L1-Grassmann manifold modeling

Dimitris Chachlakis, Panos Markopoulos, Raj Muchhala, Andreas Savakis

Proceedings Volume 10211, 1021102 (2017) https://doi.org/10.1117/12.2263691

KEYWORDS: Optical tracking, Visual process modeling, Video, Object recognition, Principal component analysis, Optimization (mathematics), Optical imaging, Detection and tracking algorithms, Resistance, Ultraviolet radiation, Microelectronics, Electrical engineering, Computer engineering

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