Year | Phase name | Activities |
---|---|---|
2017 | 1. Comparative theoretical and experimental study of the state of the art methods in multispectral and multisensory environment perception; specifications; relative extrinsic parameters calibration of the sensors |
1.1. Relative extrinsic parameters calibration: study of the existing methods, specification of mathematical models, development and implementation of original solutions (SO1.1, SO1.2)
1.2. Study of the multisensory and multispectral data alignment and 3D spatial-temporal and appearance based low level representation methods (SO2.1-1, SO2.2-1). Specifications. 1.3. Study of the obstacles detection and classification methods and representation and fusion of the high level sensory data. (SO3.1-1, SO3.2-1, SO3.3-1). Specifications. |
2018 | 2. Development of original models and methods for multispectral and multisensory environment perception |
2.1. Development of original models and methods for multisensory and multispectral data alignment and 3D spatial-temporal and appearance based low level representation (SO2.1-2, SO2.2-2). Implementation, testing, evaluation and optimization of the methods.
2.2. Development of the regions of interest generators for objects (SO3.1-2) 2.3. Development of the redundant multi-sensory and multi-spectral object classification mechanism (SO3.3-2) 2.4. Development of the annotation tool and construction of the training and testing datasets (SO3.2-2) 2.5. Demonstrator design (SO4.1-1) 2.6. Results disemination(SO4.2-1) |
2019 | 3. Implementation, testing, evaluation and optimization of the original and methods for multispectral and multisensory environment perception |
3.1. Implementation, testing, evaluation and optimization of the regions of interest generators for objects (SO3.1-3)
3.2. Implementation, testing, evaluation and optimization of the of the redundant multi-sensory and multi-spectral object classification mechanism (SO3.3-3) 3.3. Implementation, testing, evaluation and optimization of the demonstrator (SO4.1-2) 3.4. Results dissemination(SO4.2-2) |