Sure it is. I've experienced visual field defects at both the retinal and the cortical level over the years.
A missing chunk of near-central vision is surprisingly difficult to detect, since the brain simply generalizes the surroundings so as to fill the defect. So I was completely unaware of the missing area of vision and asked a companion, "Where did Declan go to?" when Declan was in fact standing directly ahead of me and waving. For me, he didn't come into view until I got close enough for his visual image to expand into functional areas of my visual field. And looking at a menu written on a whiteboard gave me the impression that someone had wiped away part of the writing, rendering it smeary and indistinct.
A defect at the edge of vision is even harder to detect, because peripheral vision has so little detail anyway - people can lose whole chunks of peripheral vision without noticing, if it happens slowly. In my case I'd had a retinal bleed that caused a dense black floater tethered in my peripheral vision - and when I stopped being able to see that, I realized my retina had stopped working in that area. But it was only because I had a "reference object" that stayed relatively fixed in my visual field that I was able to detect the change.
Having a newly and completely blind eye is definitely noticeable, but again there's no sensation of "blackness" - just a sense that something is rather bothersomely missing on one side of your visual field, as well as a sense of disorientation from the sudden loss of 3D vision. It's odd to blink the blind eye and so no change - certainly no "blackness" associated with closing the eye.
Grant Hutchison