Change the Image Format.
Repair with Image Editors.
Rename the JPEG files.
Run the CHKDSK Scan to Repair the Bad Sector in the Hard Drive.
Restore the JPEG File from the Backup.
Repair with a HEX Editor.
Use the Online Image Editors.
Use a Professional Tool.
Greetings,
James