Correct, there's no decoder for TIFF images. Look in tensorflow/core/kernels and you see
decode_csv_op.cc
decode_gif_op.cc
decode_jpeg_op.cc
decode_png_op.cc
decode_raw_op.cc
No decode_tiff_op.cc
. This could be a good target for community contribution.