Hypertrophic scars, also known as keloids, arise mainly due to excessive production of collagen and increased growth of tissue in the skin. Contrary to the case of atrophic scars, where holes appear on the skin, when a person has keloids, lumps thicker than the acne form on the skin. These scars normally form on face, back, and chest.