A technique that combines the spatial resolution of a 3D structured-light (SL) imaging system with the spectral analysis of a hyperspectral short-wave near infrared system was developed for freshness predictions of gilthead sea bream on the first storage days (Days 0–6). This novel approach allows the hyperspectral analysis of very specific fish areas, which provides more information for freshness estimations. The SL system obtains a 3D reconstruction of fish, and an automatic method locates gilthead’s pupils and irises. Once these regions are positioned, the hyperspectral camera acquires spectral information and a multivariate statistical study is done. The best region is the pupil with an R² of 0.92 and an RMSE of 0.651 for predictions. We conclude that the combination of 3D technology with the hyperspectral analysis offers plenty of potential and is a very promising technique to non destructively predict gilthead freshness.

This work evaluates the effect of raw material and protease enzymes on the antioxidant and antidiabetic potential of fish by-product hydrolysates. For this, mackerel (Scomber scombrus) and sardine (Sardina pilchardus) by-products were hydrolyzed using papain, pepsin, and Protamex^TM. Pepsine produced hydrolysates with a lower degree of hydrolysis (34%) and longer peptide chain lengths (2.9), regardless of the raw material. The highest DH was found for the sardine by-products hydrolyzed with papain and Protamex^TM, exceeding 55% for both enzymes. The mackerel by-product hydrolysates exhibited higher antioxidant activity, while the sardine samples showed more potent antidiabetic effects. Accordingly, sardine by-products and pepsin would be preferable for producing hydrolysates with antidiabetic potential, and mackerel by-products, hydrolyzed papain, and Protamex^TM would be useful for producing antioxidant peptides. This study demonstrates the potential of Atlantic mackerel and sardine waste as a source of bioactive peptides and the opportunity for revalorizing these by-products.