With convolution, the field of view conserves the same physical dimension as that of the recording. Thus this approach is limited to very small objects and a convolution algorithm designed for large object has not been proposed in the literature. This paper proposes two new alternative algorithms ...
Mathematically, most computer-implemented signal processing activity can be represented as discrete form matrix-vector multiply or matrix inversion processes, wherein the matrix structure exhibits some form of symmetry with regard to a repetitious arrangement of elements in it. A direct computation approac...
There are much more complex solutions that have been proposed to solve this problem, but most require a very tiny sweet spot, or involve complex head tracking algorithms that are as expensive as they are hard to implement. For this reason, when Thierry offered his service, I jumped on it...
Avizo 3D Software Pro's XModeling & Simulationextension provides many processing capabilities for Digital Rock Analysis. It provides a workflow to generate and extract a pore network model (PNM) based on 3D image data. It provides insight into pore and throat size distributio...
and provides rich operator libraries and model algorithms for different service requirements. To improve computing efficiency, you can adjust the I/O channel of the convolution operator Conv and the concatenation operator Concat, or select the fusion operators (Conv+Bn+Scale+Relu). You can also opt...
(t). For this, the temporal duration of a single nodeδτis shorter than the system’s response time, which results in connections according to the convolution-response h(t) and the neighboring nodes owing to inertia-based coupling. This approach is conductive to maximize the speed of TL-...
Avizo 3D Software Pro's XModeling & Simulationextension provides many processing capabilities for Digital Rock Analysis. It provides a workflow to generate and extract a pore network model (PNM) based on 3D image data. It provides insight into pore and throat size distributions as a natural outco...
Our proposed approach outperforms baseline algorithms in various scenarios, such as function optimization, physics simulations, and traffic control environments. Our code can be found online: https://github.com/SonSang/gippo. Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization ...
Machine learning algorithms trained and validated using the existing approaches cannot be adopted for fully autonomous mapping of the new landslides. Such approaches require a local landslide inventory created specifically for the event to train the deep learning models. Depending on the geographic ...
The second approach, which has been employed extensively to collect the trajectory data, is through video recording of a segment and extracting the trajectories using image processing and tracking algorithms. Aerial photography is basically conducted by mounting the camera on a fixed position (FHWA, ...