Hey First add this line into your function.php file
add_image_size( 'custom-size', 120, 140 );
Then call custom-size like this
<?php $thumb_id = get_post_thumbnail_id( $id );
if ( '' != $thumb_id ) {
$thumb_url = wp_get_attachment_image_src( $thumb_id, 'custom-size', true );
$image = $thumb_url[0];
}?>
<img src="https://wordpress.stackexchange.com/questions/172703/<?php echo $image;?>">
I think it work fine