Odish robot vision problems

Create Date: 2024-8-30 12:03:23|Source: OTC/Odichi

1. How to identify targets accurately and at high speed (in real time).

2. How to effectively construct and arrange a reliable identification algorithm and implement it successfully? We look forward to new breakthroughs in high-speed matrix processing units and algorithms such as neural network approaches and wavelet transforms to implement functions in parallel with minimal accounting effort.

                               Odish robot vision problems

3. Real-time functionality is a big problem that is hard to solve. The low speed of picture collection and the long processing time of pictures lead to severe system blockage. In addition, the introduction of visual information obviously adds to the accounting complexity of the system, such as the accounting of the Jacobian matrix of drawings and the estimation of depth information. The speed of image processing is one of the top bottlenecks affecting the real-time function of the visual system.

4. Stability is the primary consideration of all control systems. Regarding the visual manipulation system, the visual manipulation methods based on position, drawings or mixtures all face the following problems: how to ensure the stability of the system when the initial point is far away from the target point, that is, adding a stability region to ensure the convergence of the whole; In order to prevent servo problems, how to ensure that the feature points are always within the field of view.

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