The crimping quality of tension clamp in overhead transmission line is directly related to the safe and stable operation line. existing detection methods are low efficiency or availability developing a timely effective defect detecting method for strain top priority. An X-ray image classification algorithm based on attentional enhancement mechanism proposed identify defects different types clam...

To address the phenomenon of color shift and low contrast in underwater images caused by wavelength- distance-related attenuation scattering when light propagates water, we propose a method based on an attention mechanism adversarial autoencoder for enhancing images. Firstly, pixel channel mechanisms are utilized to extract rich discriminative image information from multiple spaces. Secondly, a...