Tactile recognition is the process by which humans and machines identify objects through touch, utilizing sensory information to discern shape, texture, temperature, and other physical properties. This ability is crucial for tasks requiring fine motor skills and object manipulation, and is a key area of research in robotics and neuroscience to enhance artificial intelligence and understand human perception.