The invention relates to the technical field of
computer vision and biological
feature recognition, and discloses an animal face recognition technology and device based on
nose pattern and iris multi-dimensional features. Comprising the following steps: synchronously collecting a multi-
modal image containing an animal
nose region and at least one eye region, synchronously collecting a multi-
modal image containing the animal
nose region and at least one eye region, carrying out
parallel processing on the multi-
modal image, carrying out weighted fusion on a nose pattern
feature vector FVnose and an iris
feature vector FVris, and carrying out weighted fusion on the iris
feature vector FVris and the nose pattern feature vector FVnose and the iris feature vector FVris; and carrying out animal individual
identity recognition based on the fusion feature vector FVfused, and executing
living body detection based on analysis of the eye region image. According to the method, attitude correction is carried out on the collected image, the
image area is approximately in a regular rectangle shape by adopting affine transformation, small block shielding is processed by using a targeted AI
image restoration algorithm when the image is shielded, and the recognition rate is improved by comparing the restored image with the original image.