I have chosen you restates Isaiah 41:8 to emphasize God's commitment and faithfulness to the people of Israel, even though they had not been faithful to him.
not rejected you: During the exile in Babylon, the people felt that God had rejected them (see Isaiah 49:21; 54:6). However, God had good plans for them.