ImageJ is a powerful open-source tool primarily designed for scientific image analysis, offering extensive imaging capabilities and customization options. In contrast, Adobe Photoshop is an industry-standard application focused on professional photo editing and graphic design, featuring advanced tools and integration with other Adobe products.