Provided is a filtering ventilation device. The filtering ventilation device is composed of an air inlet, a pre-filter, an induced draft fan, a post-filter, an air channel, a drainage channel, an air outlet, a controller and a shell frame. The air channel is composed of an inner wall face, an outer wall face, a track and a storage box. The inner wall face and the outer wall face are made of transparent materials or materials of which the transparency and the color can be changed and can stretch out and draw back, so that the inner wall face and the outer wall face are conveniently folded when not used, and natural ventilation of a door and a window is restored. The filtering ventilation device can be installed on a windowsill, a door frame or at an outer wall opening, so that outdoor fresh air is introduced through the door, the window or the opening, or indoor air is directly introduced; multiple filtering ventilation devices can also be combined to introduce the outdoor fresh air and the indoor air at the same time, accordingly, the air is filtered and purified, and indoor ventilation and air changing are achieved; the filtering ventilation device has the characteristics that installing is easy and convenient, indoor daylighting is not affected, natural ventilation is not affected, and redecoration is not needed; the problem that a ventilation system is inconveniently installed in a building with an open hole formed in the outer wall is effectively solved, and the filtering ventilation device is particularly suitable for being used in built buildings.