Coverage for models/rgb/transfer_functions/itur_bt

1"""

2Recommendation ITU-R BT.2100

3============================

5Define the *Recommendation ITU-R BT.2100* opto-electrical transfer functions

6(OETF), opto-optical transfer functions (OOTF / OOCF) and electro-optical

7transfer functions (EOTF) and their inverse.

9- :func:`colour.models.oetf_BT2100_PQ`

10- :func:`colour.models.oetf_inverse_BT2100_PQ`

11- :func:`colour.models.eotf_BT2100_PQ`

12- :func:`colour.models.eotf_inverse_BT2100_PQ`

13- :func:`colour.models.ootf_BT2100_PQ`

14- :func:`colour.models.ootf_inverse_BT2100_PQ`

15- :func:`colour.models.oetf_BT2100_HLG`

16- :func:`colour.models.oetf_inverse_BT2100_HLG`

17- :func:`colour.models.eotf_BT2100_HLG_1`

18- :func:`colour.models.eotf_BT2100_HLG_2`

19- :attr:`colour.models.BT2100_HLG_EOTF_METHODS`

20- :func:`colour.models.eotf_BT2100_HLG`

21- :func:`colour.models.eotf_inverse_BT2100_HLG_1`

22- :func:`colour.models.eotf_inverse_BT2100_HLG_2`

23- :attr:`colour.models.BT2100_HLG_EOTF_INVERSE_METHODS`

24- :func:`colour.models.eotf_inverse_BT2100_HLG`

25- :func:`colour.models.ootf_BT2100_HLG`

26- :func:`colour.models.ootf_inverse_BT2100_HLG`

27- :func:`colour.models.ootf_BT2100_HLG_1`

28- :func:`colour.models.ootf_BT2100_HLG_2`

29- :attr:`colour.models.BT2100_HLG_OOTF_METHODS`

30- :func:`colour.models.ootf_BT2100_HLG`

31- :func:`colour.models.ootf_inverse_BT2100_HLG_1`

32- :func:`colour.models.ootf_inverse_BT2100_HLG_2`

33- :attr:`colour.models.BT2100_HLG_OOTF_INVERSE_METHODS`

34- :func:`colour.models.ootf_inverse_BT2100_HLG`

36References

37----------

38- :cite:`Borer2017a` : Borer, T. (2017). Private Discussion with Mansencal,

39 T. and Shaw, N.

40- :cite:`InternationalTelecommunicationUnion2017` : International

41 Telecommunication Union. (2017). Recommendation ITU-R BT.2100-1 - Image

42 parameter values for high dynamic range television for use in production

43 and international programme exchange.

44 https://www.itu.int/dms_pubrec/itu-r/rec/bt/\

45R-REC-BT.2100-1-201706-I!!PDF-E.pdf

46- :cite:`InternationalTelecommunicationUnion2018` : International

47 Telecommunication Union. (2018). Recommendation ITU-R BT.2100-2 - Image

48 parameter values for high dynamic range television for use in production

49 and international programme exchange.

50 https://www.itu.int/dms_pubrec/itu-r/rec/bt/\

51R-REC-BT.2100-2-201807-I!!PDF-E.pdf

52"""

54from __future__ import annotations

56import typing

58import numpy as np

60from colour.algebra import spow

62if typing.TYPE_CHECKING:

63 from colour.hints import Literal

65from colour.hints import ( # noqa: TC001

66 ArrayLike,

67 Domain1,

68 NDArrayFloat,

69 Range1,

70)

71from colour.models.rgb.transfer_functions import (

72 eotf_BT1886,

73 eotf_inverse_BT1886,

74 eotf_inverse_ST2084,

75 eotf_ST2084,

76 oetf_ARIBSTDB67,

77 oetf_BT709,

78 oetf_inverse_ARIBSTDB67,

79 oetf_inverse_BT709,

80)

81from colour.models.rgb.transfer_functions.arib_std_b67 import CONSTANTS_ARIBSTDB67

82from colour.utilities import (

83 CanonicalMapping,

84 Structure,

85 as_float,

86 as_float_array,

87 as_float_scalar,

88 domain_range_scale,

89 filter_kwargs,

90 from_range_1,

91 optional,

92 to_domain_1,

93 tsplit,

94 tstack,

95 usage_warning,

96 validate_method,

97)

99__author__ = "Colour Developers"

101__license__ = "BSD-3-Clause - https://opensource.org/licenses/BSD-3-Clause"

102__maintainer__ = "Colour Developers"

103__email__ = "colour-developers@colour-science.org"

104__status__ = "Production"

105

106__all__ = [

107 "oetf_BT2100_PQ",

108 "oetf_inverse_BT2100_PQ",

109 "eotf_BT2100_PQ",

110 "eotf_inverse_BT2100_PQ",

111 "ootf_BT2100_PQ",

112 "ootf_inverse_BT2100_PQ",

113 "WEIGHTS_BT2100_HLG",

114 "CONSTANTS_BT2100_HLG",

115 "gamma_function_BT2100_HLG",

116 "oetf_BT2100_HLG",

117 "oetf_inverse_BT2100_HLG",

118 "black_level_lift_BT2100_HLG",

119 "eotf_BT2100_HLG_1",

120 "eotf_BT2100_HLG_2",

121 "BT2100_HLG_EOTF_METHODS",

122 "eotf_BT2100_HLG",

123 "eotf_inverse_BT2100_HLG_1",

124 "eotf_inverse_BT2100_HLG_2",

125 "BT2100_HLG_EOTF_INVERSE_METHODS",

126 "eotf_inverse_BT2100_HLG",

127 "ootf_BT2100_HLG_1",

128 "ootf_BT2100_HLG_2",

129 "BT2100_HLG_OOTF_METHODS",

130 "ootf_BT2100_HLG",

131 "ootf_inverse_BT2100_HLG_1",

132 "ootf_inverse_BT2100_HLG_2",

133 "BT2100_HLG_OOTF_INVERSE_METHODS",

134 "ootf_inverse_BT2100_HLG",

135]

136

137

138def oetf_BT2100_PQ(E: ArrayLike) -> NDArrayFloat:

139 """

140 Apply the *Recommendation ITU-R BT.2100* *Reference PQ* opto-electronic

141 transfer function (OETF).

142

143 Parameters

144 ----------

145 E

146 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

147 signal determined by scene light and scaled by camera exposure.

148

149 Returns

150 -------

151 :class:`numpy.ndarray`

152 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

153

154 Notes

155 -----

156 +------------+-----------------------+---------------+

157 | **Domain** | **Scale - Reference** | **Scale - 1** |

158 +============+=======================+===============+

159 | ``E`` | ``UN`` | ``UN`` |

160 +------------+-----------------------+---------------+

161

162 +------------+-----------------------+---------------+

163 | **Range** | **Scale - Reference** | **Scale - 1** |

164 +============+=======================+===============+

165 | ``E_p`` | ``UN`` | ``UN`` |

166 +------------+-----------------------+---------------+

167

168 References

169 ----------

170 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

171

172 Examples

173 --------

174 >>> oetf_BT2100_PQ(0.1) # doctest: +ELLIPSIS

175 0.7247698...

176 """

177

178 return eotf_inverse_ST2084(ootf_BT2100_PQ(E), 10000)

179

180

181def oetf_inverse_BT2100_PQ(E_p: ArrayLike) -> NDArrayFloat:

182 """

183 Apply the *Recommendation ITU-R BT.2100* *Reference PQ* inverse

184 opto-electrical transfer function (OETF).

185

186 Parameters

187 ----------

188 E_p

189 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

190

191 Returns

192 -------

193 :class:`numpy.ndarray`

194 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

195 signal determined by scene light and scaled by camera exposure.

196

197 Notes

198 -----

199 +------------+-----------------------+---------------+

200 | **Domain** | **Scale - Reference** | **Scale - 1** |

201 +============+=======================+===============+

202 | ``E_p`` | ``UN`` | ``UN`` |

203 +------------+-----------------------+---------------+

204

205 +------------+-----------------------+---------------+

206 | **Range** | **Scale - Reference** | **Scale - 1** |

207 +============+=======================+===============+

208 | ``E`` | ``UN`` | ``UN`` |

209 +------------+-----------------------+---------------+

210

211 References

212 ----------

213 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

214

215 Examples

216 --------

217 >>> oetf_inverse_BT2100_PQ(0.724769816665726) # doctest: +ELLIPSIS

218 0.0999999...

219 """

220

221 return ootf_inverse_BT2100_PQ(eotf_ST2084(E_p, 10000))

222

223

224def eotf_BT2100_PQ(E_p: ArrayLike) -> NDArrayFloat:

225 """

226 Apply the *Recommendation ITU-R BT.2100* *Reference PQ* electro-optical

227 transfer function (EOTF).

228

229 Parameters

230 ----------

231 E_p

232 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

233

234 Returns

235 -------

236 :class:`numpy.ndarray`

237 Luminance :math:`F_D` of a displayed linear component

238 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

239 :math:`cd/m^2`.

240

241 Notes

242 -----

243 +------------+-----------------------+---------------+

244 | **Domain** | **Scale - Reference** | **Scale - 1** |

245 +============+=======================+===============+

246 | ``E_p`` | ``UN`` | ``UN`` |

247 +------------+-----------------------+---------------+

248

249 +------------+-----------------------+---------------+

250 | **Range** | **Scale - Reference** | **Scale - 1** |

251 +============+=======================+===============+

252 | ``F_D`` | ``UN`` | ``UN`` |

253 +------------+-----------------------+---------------+

254

255 References

256 ----------

257 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

258

259 Examples

260 --------

261 >>> eotf_BT2100_PQ(0.724769816665726) # doctest: +ELLIPSIS

262 779.9883608...

263 """

264

265 return eotf_ST2084(E_p, 10000)

266

267

268def eotf_inverse_BT2100_PQ(F_D: ArrayLike) -> NDArrayFloat:

269 """

270 Apply the *Recommendation ITU-R BT.2100* *Reference PQ* inverse

271 electro-optical transfer function (EOTF).

272

273 Parameters

274 ----------

275 F_D

276 Luminance :math:`F_D` of a displayed linear component

277 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

278 :math:`cd/m^2`.

279

280 Returns

281 -------

282 :class:`numpy.ndarray`

283 :math:`E'` denotes a non-linear colour value :math:`\\{R', G', B'\\}`

284 or :math:`\\{L', M', S'\\}`.

285

286 Notes

287 -----

288 +------------+-----------------------+---------------+

289 | **Domain** | **Scale - Reference** | **Scale - 1** |

290 +============+=======================+===============+

291 | ``F_D`` | ``UN`` | ``UN`` |

292 +------------+-----------------------+---------------+

293

294 +------------+-----------------------+---------------+

295 | **Range** | **Scale - Reference** | **Scale - 1** |

296 +============+=======================+===============+

297 | ``E_p`` | ``UN`` | ``UN`` |

298 +------------+-----------------------+---------------+

299

300 References

301 ----------

302 :cite:`Borer2017a`,

303 :cite:`InternationalTelecommunicationUnion2017`

304

305 Examples

306 --------

307 >>> eotf_inverse_BT2100_PQ(779.988360834085370) # doctest: +ELLIPSIS

308 0.7247698...

309 """

310

311 return eotf_inverse_ST2084(F_D, 10000)

312

313

314def ootf_BT2100_PQ(E: ArrayLike) -> NDArrayFloat:

315 """

316 Apply the *Recommendation ITU-R BT.2100* *Reference PQ* opto-optical

317 transfer function (OOTF).

318

319 Parameters

320 ----------

321 E

322 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

323 signal determined by scene light and scaled by camera exposure.

324

325 Returns

326 -------

327 :class:`numpy.ndarray`

328 Luminance :math:`F_D` of a displayed linear component

329 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

330 :math:`cd/m^2`.

331

332 Notes

333 -----

334 +------------+-----------------------+---------------+

335 | **Domain** | **Scale - Reference** | **Scale - 1** |

336 +============+=======================+===============+

337 | ``E`` | ``UN`` | ``UN`` |

338 +------------+-----------------------+---------------+

339

340 +------------+-----------------------+---------------+

341 | **Range** | **Scale - Reference** | **Scale - 1** |

342 +============+=======================+===============+

343 | ``F_D`` | ``UN`` | ``UN`` |

344 +------------+-----------------------+---------------+

345

346 References

347 ----------

348 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

349

350 Examples

351 --------

352 >>> ootf_BT2100_PQ(0.1) # doctest: +ELLIPSIS

353 779.9883608...

354 """

355

356 E = as_float_array(E)

357

358 with domain_range_scale("ignore"):

359 return 100 * eotf_BT1886(oetf_BT709(59.5208 * E))

360

361

362def ootf_inverse_BT2100_PQ(F_D: ArrayLike) -> NDArrayFloat:

363 """

364 Apply the *Recommendation ITU-R BT.2100* *Reference PQ* inverse

365 opto-optical transfer function (OOTF).

366

367 Parameters

368 ----------

369 F_D

370 Luminance :math:`F_D` of a displayed linear component

371 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

372 :math:`cd/m^2`.

373

374 Returns

375 -------

376 :class:`numpy.ndarray`

377 :math:`E = \\{R_S, G_S, B_S; Y_S; or I_S\\}` denotes the signal

378 determined by scene light and scaled by camera exposure.

379

380 Notes

381 -----

382 +------------+-----------------------+---------------+

383 | **Domain** | **Scale - Reference** | **Scale - 1** |

384 +============+=======================+===============+

385 | ``F_D`` | ``UN`` | ``UN`` |

386 +------------+-----------------------+---------------+

387

388 +------------+-----------------------+---------------+

389 | **Range** | **Scale - Reference** | **Scale - 1** |

390 +============+=======================+===============+

391 | ``E`` | ``UN`` | ``UN`` |

392 +------------+-----------------------+---------------+

393

394 References

395 ----------

396 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

397

398 Examples

399 --------

400 >>> ootf_inverse_BT2100_PQ(779.988360834115840) # doctest: +ELLIPSIS

401 0.1000000...

402 """

403

404 F_D = as_float_array(F_D)

405

406 with domain_range_scale("ignore"):

407 return oetf_inverse_BT709(eotf_inverse_BT1886(F_D / 100)) / 59.5208

408

409

410WEIGHTS_BT2100_HLG: NDArrayFloat = np.array([0.2627, 0.6780, 0.0593])

411"""Luminance weights for *Recommendation ITU-R BT.2100* *Reference HLG*."""

412

413CONSTANTS_BT2100_HLG: Structure = Structure(

414 a=CONSTANTS_ARIBSTDB67.a,

415 b=1 - 4 * CONSTANTS_ARIBSTDB67.a,

416 c=0.5 - CONSTANTS_ARIBSTDB67.a * np.log(4 * CONSTANTS_ARIBSTDB67.a),

417)

418"""

419*Recommendation ITU-R BT.2100* *Reference HLG* constants expressed in their

420analytical form in contrast to the *ARIB STD-B67 (Hybrid Log-Gamma)* numerical

421reference.

422

423References

424----------

425:cite:`InternationalTelecommunicationUnion2017`

426"""

427

428

429def gamma_function_BT2100_HLG(L_W: float = 1000) -> float:

430 """

431 Compute the *Reference HLG* system gamma value for the specified display

432 nominal peak luminance.

433

434 Parameters

435 ----------

436 L_W

437 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

438 achromatic pixels.

439

440 Returns

441 -------

442 :class:`float`

443 *Reference HLG* system gamma value.

444

445 Examples

446 --------

447 >>> gamma_function_BT2100_HLG()

448 1.2

449 >>> gamma_function_BT2100_HLG(2000) # doctest: +ELLIPSIS

450 1.3264325...

451 >>> gamma_function_BT2100_HLG(4000) # doctest: +ELLIPSIS

452 1.4528651...

453 """

454

455 gamma = 1.2 + 0.42 * np.log10(L_W / 1000)

456

457 return as_float_scalar(gamma)

458

459

460def oetf_BT2100_HLG(E: Domain1, constants: Structure | None = None) -> Range1:

461 """

462 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* opto-electrical

463 transfer function (OETF).

464

465 The OETF maps relative scene linear light into the non-linear *HLG* signal

466

467 Parameters

468 ----------

469 E

470 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

471 signal determined by scene light and scaled by camera exposure.

472 constants

473 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

474

475 Returns

476 -------

477 :class:`numpy.ndarray`

478 :math:`E'` is the resulting non-linear signal :math:`\\{R', G', B'\\}`.

479

480 Notes

481 -----

482 +------------+-----------------------+---------------+

483 | **Domain** | **Scale - Reference** | **Scale - 1** |

484 +============+=======================+===============+

485 | ``E`` | 1 | 1 |

486 +------------+-----------------------+---------------+

487

488 +------------+-----------------------+---------------+

489 | **Range** | **Scale - Reference** | **Scale - 1** |

490 +============+=======================+===============+

491 | ``E_p`` | 1 | 1 |

492 +------------+-----------------------+---------------+

493

494 References

495 ----------

496 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

497

498 Examples

499 --------

500 >>> oetf_BT2100_HLG(0.18 / 12) # doctest: +ELLIPSIS

501 0.2121320...

502 """

503

504 E = as_float_array(E)

505 constants = optional(constants, CONSTANTS_BT2100_HLG)

506

507 return oetf_ARIBSTDB67(12 * E, constants=constants)

508

509

510def oetf_inverse_BT2100_HLG(E_p: Domain1, constants: Structure | None = None) -> Range1:

511 """

512 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

513 opto-electrical transfer function (OETF).

514

515 Parameters

516 ----------

517 E_p

518 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

519 constants

520 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

521

522 Returns

523 -------

524 :class:`numpy.ndarray`

525 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

526 signal determined by scene light and scaled by camera exposure.

527

528 Notes

529 -----

530 +------------+-----------------------+---------------+

531 | **Domain** | **Scale - Reference** | **Scale - 1** |

532 +============+=======================+===============+

533 | ``E_p`` | 1 | 1 |

534 +------------+-----------------------+---------------+

535

536 +------------+-----------------------+---------------+

537 | **Range** | **Scale - Reference** | **Scale - 1** |

538 +============+=======================+===============+

539 | ``E`` | 1 | 1 |

540 +------------+-----------------------+---------------+

541

542 References

543 ----------

544 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

545

546 Examples

547 --------

548 >>> oetf_inverse_BT2100_HLG(0.212132034355964) # doctest: +ELLIPSIS

549 0.0149999...

550 """

551

552 constants = optional(constants, CONSTANTS_BT2100_HLG)

553

554 return oetf_inverse_ARIBSTDB67(E_p, constants=constants) / 12

555

556

557def black_level_lift_BT2100_HLG(

558 L_B: float = 0, L_W: float = 1000, gamma: float | None = None

559) -> float:

560 """

561 Compute the *Reference HLG* black level lift :math:`\\beta` for the

562 specified display luminance for black, nominal peak luminance, and system

563 gamma value.

564

565 Parameters

566 ----------

567 L_B

568 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

569 L_W

570 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

571 achromatic pixels.

572 gamma

573 System gamma value, defaults to 1.2 at the nominal display peak

574 luminance of :math:`1000 cd/m^2`.

575

576 Returns

577 -------

578 :class:`float`

579 *Reference HLG* black level lift :math:`\\beta`.

580

581 Examples

582 --------

583 >>> black_level_lift_BT2100_HLG()

584 0.0

585 >>> black_level_lift_BT2100_HLG(0.01) # doctest: +ELLIPSIS

586 0.0142964...

587 >>> black_level_lift_BT2100_HLG(0.001, 2000) # doctest: +ELLIPSIS

588 0.0073009...

589 >>> black_level_lift_BT2100_HLG(0.01, gamma=1.4) # doctest: +ELLIPSIS

590 0.0283691...

591 """

592

593 gamma = optional(gamma, gamma_function_BT2100_HLG(L_W))

594

595 beta = np.sqrt(3 * spow((L_B / L_W), 1 / gamma))

596

597 return as_float_scalar(beta)

598

599

600def eotf_BT2100_HLG_1(

601 E_p: Domain1,

602 L_B: float = 0,

603 L_W: float = 1000,

604 gamma: float | None = None,

605 constants: Structure | None = None,

606) -> Range1:

607 """

608 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* electro-optical

609 transfer function (EOTF) as specified in *ITU-R BT.2100-1*.

610

611 Parameters

612 ----------

613 E_p

614 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

615 L_B

616 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

617 L_W

618 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

619 achromatic pixels.

620 gamma

621 System gamma value, defaults to 1.2 at the nominal display peak

622 luminance of :math:`1000 cd/m^2`.

623 constants

624 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

625

626 Returns

627 -------

628 :class:`numpy.ndarray`

629 Luminance :math:`F_D` of a displayed linear component

630 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

631 :math:`cd/m^2`.

632

633 Notes

634 -----

635 +------------+-----------------------+---------------+

636 | **Domain** | **Scale - Reference** | **Scale - 1** |

637 +============+=======================+===============+

638 | ``E_p`` | 1 | 1 |

639 +------------+-----------------------+---------------+

640

641 +------------+-----------------------+---------------+

642 | **Range** | **Scale - Reference** | **Scale - 1** |

643 +============+=======================+===============+

644 | ``F_D`` | 1 | 1 |

645 +------------+-----------------------+---------------+

646

647 References

648 ----------

649 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

650

651 Examples

652 --------

653 >>> eotf_BT2100_HLG_1(0.212132034355964) # doctest: +ELLIPSIS

654 6.4760398...

655 >>> eotf_BT2100_HLG_1(0.212132034355964, 0.01) # doctest: +ELLIPSIS

656 6.4859750...

657 """

658

659 constants = optional(constants, CONSTANTS_BT2100_HLG)

660

661 return ootf_BT2100_HLG_1(

662 oetf_inverse_ARIBSTDB67(E_p, constants=constants) / 12, L_B, L_W, gamma

663 )

664

665

666def eotf_BT2100_HLG_2(

667 E_p: Domain1,

668 L_B: float = 0,

669 L_W: float = 1000,

670 gamma: float | None = None,

671 constants: Structure | None = None,

672) -> Range1:

673 """

674 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* electro-optical

675 transfer function (EOTF) as specified in *ITU-R BT.2100-2* with

676 modified black level behaviour.

677

678 Parameters

679 ----------

680 E_p

681 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

682 L_B

683 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

684 L_W

685 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

686 achromatic pixels.

687 gamma

688 System gamma value, defaults to 1.2 at the nominal display peak

689 luminance of :math:`1000 cd/m^2`.

690 constants

691 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

692

693 Returns

694 -------

695 :class:`numpy.ndarray`

696 Luminance :math:`F_D` of a displayed linear component

697 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

698 :math:`cd/m^2`.

699

700 Notes

701 -----

702 +------------+-----------------------+---------------+

703 | **Domain** | **Scale - Reference** | **Scale - 1** |

704 +============+=======================+===============+

705 | ``E_p`` | 1 | 1 |

706 +------------+-----------------------+---------------+

707

708 +------------+-----------------------+---------------+

709 | **Range** | **Scale - Reference** | **Scale - 1** |

710 +============+=======================+===============+

711 | ``F_D`` | 1 | 1 |

712 +------------+-----------------------+---------------+

713

714 References

715 ----------

716 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2018`

717

718 Examples

719 --------

720 >>> eotf_BT2100_HLG_2(0.212132034355964) # doctest: +ELLIPSIS

721 6.4760398...

722 >>> eotf_BT2100_HLG_2(0.212132034355964, 0.01) # doctest: +ELLIPSIS

723 7.3321975...

724 """

725

726 E_p = as_float_array(E_p)

727 constants = optional(constants, CONSTANTS_BT2100_HLG)

728

729 beta = black_level_lift_BT2100_HLG(L_B, L_W, gamma)

730

731 return ootf_BT2100_HLG_2(

732 oetf_inverse_ARIBSTDB67((1 - beta) * E_p + beta, constants=constants) / 12,

733 L_W,

734 gamma,

735 )

736

737

738BT2100_HLG_EOTF_METHODS: CanonicalMapping = CanonicalMapping(

739 {

740 "ITU-R BT.2100-1": eotf_BT2100_HLG_1,

741 "ITU-R BT.2100-2": eotf_BT2100_HLG_2,

742 }

743)

744BT2100_HLG_EOTF_METHODS.__doc__ = """

745Define supported *ITU-R BT.2100* *Reference HLG* electro-optical transfer

746function (EOTF) methods.

747

748References

749----------

750:cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

751:cite:`InternationalTelecommunicationUnion2018`

752"""

753

754

755def eotf_BT2100_HLG(

756 E_p: Domain1,

757 L_B: float = 0,

758 L_W: float = 1000,

759 gamma: float | None = None,

760 constants: Structure | None = None,

761 method: (Literal["ITU-R BT.2100-1", "ITU-R BT.2100-2"] | str) = "ITU-R BT.2100-2",

762) -> Range1:

763 """

764 Apply the *Recommendation ITU-R BT.2100* *Reference HLG*

765 electro-optical transfer function (EOTF).

766

767 Parameters

768 ----------

769 E_p

770 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

771 L_B

772 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

773 L_W

774 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

775 achromatic pixels.

776 gamma

777 System gamma value, defaults to 1.2 at the nominal display peak

778 luminance of :math:`1000 cd/m^2`.

779 constants

780 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

781 method

782 Computation method.

783

784 Returns

785 -------

786 :class:`numpy.ndarray`

787 Luminance :math:`F_D` of a displayed linear component

788 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

789 :math:`cd/m^2`.

790

791 Notes

792 -----

793 +------------+-----------------------+---------------+

794 | **Domain** | **Scale - Reference** | **Scale - 1** |

795 +============+=======================+===============+

796 | ``E_p`` | 1 | 1 |

797 +------------+-----------------------+---------------+

798

799 +------------+-----------------------+---------------+

800 | **Range** | **Scale - Reference** | **Scale - 1** |

801 +============+=======================+===============+

802 | ``F_D`` | 1 | 1 |

803 +------------+-----------------------+---------------+

804

805 References

806 ----------

807 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

808 :cite:`InternationalTelecommunicationUnion2018`

809

810 Examples

811 --------

812 >>> eotf_BT2100_HLG(0.212132034355964) # doctest: +ELLIPSIS

813 6.4760398...

814 >>> eotf_BT2100_HLG(0.212132034355964, method="ITU-R BT.2100-1")

815 ... # doctest: +ELLIPSIS

816 6.4760398...

817 >>> eotf_BT2100_HLG(0.212132034355964, 0.01)

818 ... # doctest: +ELLIPSIS

819 7.3321975...

820 """

821

822 constants = optional(constants, CONSTANTS_BT2100_HLG)

823 method = validate_method(method, tuple(BT2100_HLG_EOTF_METHODS))

824

825 return BT2100_HLG_EOTF_METHODS[method](E_p, L_B, L_W, gamma, constants)

826

827

828def eotf_inverse_BT2100_HLG_1(

829 F_D: Domain1,

830 L_B: float = 0,

831 L_W: float = 1000,

832 gamma: float | None = None,

833 constants: Structure | None = None,

834) -> Range1:

835 """

836 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

837 electro-optical transfer function (EOTF) as specified in

838 *ITU-R BT.2100-1*.

839

840 Parameters

841 ----------

842 F_D

843 Luminance :math:`F_D` of a displayed linear component

844 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

845 :math:`cd/m^2`.

846 L_B

847 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

848 L_W

849 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

850 achromatic pixels.

851 gamma

852 System gamma value, defaults to 1.2 at the nominal display peak

853 luminance of :math:`1000 cd/m^2`.

854 constants

855 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

856

857 Returns

858 -------

859 :class:`numpy.ndarray`

860 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

861

862 Notes

863 -----

864 +------------+-----------------------+---------------+

865 | **Domain** | **Scale - Reference** | **Scale - 1** |

866 +============+=======================+===============+

867 | ``F_D`` | 1 | 1 |

868 +------------+-----------------------+---------------+

869

870 +------------+-----------------------+---------------+

871 | **Range** | **Scale - Reference** | **Scale - 1** |

872 +============+=======================+===============+

873 | ``E_p`` | 1 | 1 |

874 +------------+-----------------------+---------------+

875

876 References

877 ----------

878 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

879

880 Examples

881 --------

882 >>> eotf_inverse_BT2100_HLG_1(6.476039825649814) # doctest: +ELLIPSIS

883 0.2121320...

884 >>> eotf_inverse_BT2100_HLG_1(6.485975065251558, 0.01)

885 ... # doctest: +ELLIPSIS

886 0.2121320...

887 """

888

889 constants = optional(constants, CONSTANTS_BT2100_HLG)

890

891 return oetf_ARIBSTDB67(

892 ootf_inverse_BT2100_HLG_1(F_D, L_B, L_W, gamma) * 12,

893 constants=constants,

894 )

895

896

897def eotf_inverse_BT2100_HLG_2(

898 F_D: Domain1,

899 L_B: float = 0,

900 L_W: float = 1000,

901 gamma: float | None = None,

902 constants: Structure | None = None,

903) -> Range1:

904 """

905 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

906 electro-optical transfer function (EOTF) as specified in *ITU-R BT.2100-2*

907 with modified black level behaviour.

908

909 Parameters

910 ----------

911 F_D

912 Luminance :math:`F_D` of a displayed linear component

913 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

914 :math:`cd/m^2`.

915 L_B

916 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

917 L_W

918 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

919 achromatic pixels.

920 gamma

921 System gamma value, defaults to 1.2 at the nominal display peak

922 luminance of :math:`1000 cd/m^2`.

923 constants

924 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

925

926 Returns

927 -------

928 :class:`numpy.ndarray`

929 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

930

931 Notes

932 -----

933 +------------+-----------------------+---------------+

934 | **Domain** | **Scale - Reference** | **Scale - 1** |

935 +============+=======================+===============+

936 | ``F_D`` | 1 | 1 |

937 +------------+-----------------------+---------------+

938

939 +------------+-----------------------+---------------+

940 | **Range** | **Scale - Reference** | **Scale - 1** |

941 +============+=======================+===============+

942 | ``E_p`` | 1 | 1 |

943 +------------+-----------------------+---------------+

944

945 References

946 ----------

947 :cite:`Borer2017a`,

948 :cite:`InternationalTelecommunicationUnion2018`

949

950 Examples

951 --------

952 >>> eotf_inverse_BT2100_HLG_2(6.476039825649814) # doctest: +ELLIPSIS

953 0.2121320...

954 >>> eotf_inverse_BT2100_HLG_2(7.332197528353875, 0.01)

955 ... # doctest: +ELLIPSIS

956 0.2121320...

957 """

958

959 constants = optional(constants, CONSTANTS_BT2100_HLG)

960

961 beta = black_level_lift_BT2100_HLG(L_B, L_W, gamma)

962

963 return (

964 oetf_ARIBSTDB67(

965 ootf_inverse_BT2100_HLG_2(F_D, L_W, gamma) * 12,

966 constants=constants,

967 )

968 - beta

969 ) / (1 - beta)

970

971

972BT2100_HLG_EOTF_INVERSE_METHODS: CanonicalMapping = CanonicalMapping(

973 {

974 "ITU-R BT.2100-1": eotf_inverse_BT2100_HLG_1,

975 "ITU-R BT.2100-2": eotf_inverse_BT2100_HLG_2,

976 }

977)

978BT2100_HLG_EOTF_INVERSE_METHODS.__doc__ = """

979Define the supported *ITU-R BT.2100* *Reference HLG* inverse

980electro-optical transfer function (EOTF) methods.

981

982References

983----------

984:cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

985:cite:`InternationalTelecommunicationUnion2018`

986"""

987

988

989def eotf_inverse_BT2100_HLG(

990 F_D: Domain1,

991 L_B: float = 0,

992 L_W: float = 1000,

993 gamma: float | None = None,

994 constants: Structure | None = None,

995 method: (Literal["ITU-R BT.2100-1", "ITU-R BT.2100-2"] | str) = "ITU-R BT.2100-2",

996) -> Range1:

997 """

998 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

999 electro-optical transfer function (EOTF).

1000

1001 Parameters

1002 ----------

1003 F_D

1004 Luminance :math:`F_D` of a displayed linear component

1005 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1006 :math:`cd/m^2`.

1007 L_B

1008 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

1009 L_W

1010 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

1011 achromatic pixels.

1012 gamma

1013 System gamma value, defaults to 1.2 at the nominal display peak

1014 luminance of :math:`1000 cd/m^2`.

1015 constants

1016 *Recommendation ITU-R BT.2100* *Reference HLG* constants.

1017 method

1018 Computation method.

1019

1020 Returns

1021 -------

1022 :class:`numpy.ndarray`

1023 :math:`E'` denotes the non-linear signal :math:`\\{R', G', B'\\}`.

1024

1025 Notes

1026 -----

1027 +------------+-----------------------+---------------+

1028 | **Domain** | **Scale - Reference** | **Scale - 1** |

1029 +============+=======================+===============+

1030 | ``F_D`` | 1 | 1 |

1031 +------------+-----------------------+---------------+

1032

1033 +------------+-----------------------+---------------+

1034 | **Range** | **Scale - Reference** | **Scale - 1** |

1035 +============+=======================+===============+

1036 | ``E_p`` | 1 | 1 |

1037 +------------+-----------------------+---------------+

1038

1039 References

1040 ----------

1041 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

1042 :cite:`InternationalTelecommunicationUnion2018`

1043

1044 Examples

1045 --------

1046 >>> eotf_inverse_BT2100_HLG(6.476039825649814) # doctest: +ELLIPSIS

1047 0.2121320...

1048 >>> eotf_inverse_BT2100_HLG(6.476039825649814, method="ITU-R BT.2100-1")

1049 ... # doctest: +ELLIPSIS

1050 0.2121320...

1051 >>> eotf_inverse_BT2100_HLG(7.332197528353875, 0.01) # doctest: +ELLIPSIS

1052 0.2121320...

1053 """

1054

1055 constants = optional(constants, CONSTANTS_BT2100_HLG)

1056 method = validate_method(method, tuple(BT2100_HLG_EOTF_INVERSE_METHODS))

1057

1058 return BT2100_HLG_EOTF_INVERSE_METHODS[method](F_D, L_B, L_W, gamma, constants)

1059

1060

1061def ootf_BT2100_HLG_1(

1062 E: Domain1,

1063 L_B: float = 0,

1064 L_W: float = 1000,

1065 gamma: float | None = None,

1066) -> Range1:

1067 """

1068 Apply the *Recommendation ITU-R BT.2100* *Reference HLG*

1069

1070 opto-optical transfer function

1071 (OOTF) as specified in *ITU-R BT.2100-1*.

1072

1073 The OOTF maps relative scene linear light to display linear light.

1074

1075 Parameters

1076 ----------

1077 E

1078 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

1079 signal determined by scene light and scaled by camera exposure.

1080 L_B

1081 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

1082 L_W

1083 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

1084 achromatic pixels.

1085 gamma

1086 System gamma value, defaults to 1.2 at the nominal display peak

1087 luminance of :math:`1000 cd/m^2`.

1088

1089 Returns

1090 -------

1091 :class:`numpy.ndarray`

1092 Luminance :math:`F_D` of a displayed linear component

1093 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1094 :math:`cd/m^2`.

1095

1096 Notes

1097 -----

1098 +------------+-----------------------+---------------+

1099 | **Domain** | **Scale - Reference** | **Scale - 1** |

1100 +============+=======================+===============+

1101 | ``E`` | 1 | 1 |

1102 +------------+-----------------------+---------------+

1103

1104 +------------+-----------------------+---------------+

1105 | **Range** | **Scale - Reference** | **Scale - 1** |

1106 +============+=======================+===============+

1107 | ``F_D`` | 1 | 1 |

1108 +------------+-----------------------+---------------+

1109

1110 References

1111 ----------

1112 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

1113

1114 Examples

1115 --------

1116 >>> ootf_BT2100_HLG_1(0.1) # doctest: +ELLIPSIS

1117 63.0957344...

1118 >>> ootf_BT2100_HLG_1(0.1, 0.01)

1119 ... # doctest: +ELLIPSIS

1120 63.1051034...

1121 """

1122

1123 E = to_domain_1(E)

1124

1125 is_single_channel = np.atleast_1d(E).shape[-1] != 3

1126

1127 if is_single_channel:

1128 usage_warning(

1129 '"Recommendation ITU-R BT.2100" "Reference HLG OOTF" uses '

1130 "RGB Luminance in computations and expects a vector input, thus "

1131 "the specified input array will be stacked to compose a vector for "

1132 "internal computations but a single component will be output."

1133 )

1134 R_S = G_S = B_S = E

1135 else:

1136 R_S, G_S, B_S = tsplit(E)

1137

1138 alpha = L_W - L_B

1139 beta = L_B

1140

1141 Y_S = np.sum(WEIGHTS_BT2100_HLG * tstack([R_S, G_S, B_S]), axis=-1)

1142

1143 gamma = optional(gamma, gamma_function_BT2100_HLG(L_W))

1144

1145 R_D = alpha * R_S * np.abs(Y_S) ** (gamma - 1) + beta

1146 G_D = alpha * G_S * np.abs(Y_S) ** (gamma - 1) + beta

1147 B_D = alpha * B_S * np.abs(Y_S) ** (gamma - 1) + beta

1148

1149 if is_single_channel:

1150 return as_float(from_range_1(R_D))

1151

1152 RGB_D = tstack([R_D, G_D, B_D])

1153

1154 return from_range_1(RGB_D)

1155

1156

1157def ootf_BT2100_HLG_2(

1158 E: Domain1,

1159 L_W: float = 1000,

1160 gamma: float | None = None,

1161) -> Range1:

1162 """

1163 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* opto-optical

1164 transfer function (OOTF) as specified in *ITU-R BT.2100-2*.

1165

1166 The OOTF maps relative scene linear light to display linear light.

1167

1168 Parameters

1169 ----------

1170 E

1171 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

1172 signal determined by scene light and scaled by camera exposure.

1173 L_W

1174 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

1175 achromatic pixels.

1176 gamma

1177 System gamma value, defaults to 1.2 at the nominal display peak

1178 luminance of :math:`1000 cd/m^2`.

1179

1180 Returns

1181 -------

1182 :class:`numpy.ndarray`

1183 Luminance :math:`F_D` of a displayed linear component

1184 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1185 :math:`cd/m^2`.

1186

1187 Notes

1188 -----

1189 +------------+-----------------------+---------------+

1190 | **Domain** | **Scale - Reference** | **Scale - 1** |

1191 +============+=======================+===============+

1192 | ``E`` | 1 | 1 |

1193 +------------+-----------------------+---------------+

1194

1195 +------------+-----------------------+---------------+

1196 | **Range** | **Scale - Reference** | **Scale - 1** |

1197 +============+=======================+===============+

1198 | ``F_D`` | 1 | 1 |

1199 +------------+-----------------------+---------------+

1200

1201 References

1202 ----------

1203 :cite:`InternationalTelecommunicationUnion2018`

1204

1205 Examples

1206 --------

1207 >>> ootf_BT2100_HLG_2(0.1) # doctest: +ELLIPSIS

1208 63.0957344...

1209 """

1210

1211 E = to_domain_1(E)

1212

1213 is_single_channel = np.atleast_1d(E).shape[-1] != 3

1214

1215 if is_single_channel:

1216 usage_warning(

1217 '"Recommendation ITU-R BT.2100" "Reference HLG OOTF" uses '

1218 "RGB Luminance in computations and expects a vector input, thus "

1219 "the specified input array will be stacked to compose a vector for "

1220 "internal computations but a single component will be output."

1221 )

1222 R_S = G_S = B_S = E

1223 else:

1224 R_S, G_S, B_S = tsplit(E)

1225

1226 alpha = L_W

1227

1228 Y_S = np.sum(WEIGHTS_BT2100_HLG * tstack([R_S, G_S, B_S]), axis=-1)

1229

1230 gamma = optional(gamma, gamma_function_BT2100_HLG(L_W))

1231

1232 R_D = alpha * R_S * np.abs(Y_S) ** (gamma - 1)

1233 G_D = alpha * G_S * np.abs(Y_S) ** (gamma - 1)

1234 B_D = alpha * B_S * np.abs(Y_S) ** (gamma - 1)

1235

1236 if is_single_channel:

1237 return as_float(from_range_1(R_D))

1238

1239 RGB_D = tstack([R_D, G_D, B_D])

1240

1241 return from_range_1(RGB_D)

1242

1243

1244BT2100_HLG_OOTF_METHODS: CanonicalMapping = CanonicalMapping(

1245 {

1246 "ITU-R BT.2100-1": ootf_BT2100_HLG_1,

1247 "ITU-R BT.2100-2": ootf_BT2100_HLG_2,

1248 }

1249)

1250BT2100_HLG_OOTF_METHODS.__doc__ = """

1251Map *Recommendation ITU-R BT.2100* *Reference HLG* opto-optical transfer

1252function (OOTF) methods.

1253

1254References

1255----------

1256:cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

1257:cite:`InternationalTelecommunicationUnion2018`

1258"""

1259

1260

1261def ootf_BT2100_HLG(

1262 E: Domain1,

1263 L_B: float = 0,

1264 L_W: float = 1000,

1265 gamma: float | None = None,

1266 method: (Literal["ITU-R BT.2100-1", "ITU-R BT.2100-2"] | str) = "ITU-R BT.2100-2",

1267) -> Range1:

1268 """

1269 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* opto-optical

1270 transfer function (OOTF).

1271

1272 The OOTF maps relative scene linear light to display linear light.

1273

1274 Parameters

1275 ----------

1276 E

1277 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

1278 signal determined by scene light and scaled by camera exposure.

1279 L_B

1280 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

1281 L_W

1282 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2`

1283 for achromatic pixels.

1284 gamma

1285 System gamma value, defaults to 1.2 at the nominal display peak

1286 luminance of :math:`1000 cd/m^2`.

1287

1288 Returns

1289 -------

1290 :class:`numpy.ndarray`

1291 Luminance :math:`F_D` of a displayed linear component

1292 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1293 :math:`cd/m^2`.

1294

1295 Notes

1296 -----

1297 +------------+-----------------------+---------------+

1298 | **Domain** | **Scale - Reference** | **Scale - 1** |

1299 +============+=======================+===============+

1300 | ``E`` | 1 | 1 |

1301 +------------+-----------------------+---------------+

1302

1303 +------------+-----------------------+---------------+

1304 | **Range** | **Scale - Reference** | **Scale - 1** |

1305 +============+=======================+===============+

1306 | ``F_D`` | 1 | 1 |

1307 +------------+-----------------------+---------------+

1308

1309 References

1310 ----------

1311 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

1312

1313 Examples

1314 --------

1315 >>> ootf_BT2100_HLG(0.1) # doctest: +ELLIPSIS

1316 63.0957344...

1317 >>> ootf_BT2100_HLG(0.1, 0.01, method="ITU-R BT.2100-1")

1318 ... # doctest: +ELLIPSIS

1319 63.1051034...

1320 """

1321

1322 method = validate_method(method, tuple(BT2100_HLG_OOTF_METHODS))

1323

1324 function = BT2100_HLG_OOTF_METHODS[method]

1325

1326 return function(

1327 E,

1328 **filter_kwargs(function, L_B=L_B, L_W=L_W, gamma=gamma),

1329 )

1330

1331

1332def ootf_inverse_BT2100_HLG_1(

1333 F_D: Domain1,

1334 L_B: float = 0,

1335 L_W: float = 1000,

1336 gamma: float | None = None,

1337) -> Range1:

1338 """

1339 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

1340 opto-optical transfer function (OOTF) as defined in *ITU-R BT.2100-1*.

1341

1342 The inverse OOTF maps display linear light to relative scene linear light.

1343

1344 Parameters

1345 ----------

1346 F_D

1347 Luminance :math:`F_D` of a displayed linear component

1348 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1349 :math:`cd/m^2`.

1350 L_B

1351 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

1352 L_W

1353 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

1354 achromatic pixels.

1355 gamma

1356 System gamma value, defaults to 1.2 at the nominal display peak

1357 luminance of :math:`1000 cd/m^2`.

1358

1359 Returns

1360 -------

1361 :class:`numpy.ndarray`

1362 :math:`E = \\{R_S, G_S, B_S; Y_S; \\text{or } I_S\\}` denotes the

1363 signal determined by scene light and scaled by camera exposure.

1364

1365 Notes

1366 -----

1367 +------------+-----------------------+---------------+

1368 | **Domain** | **Scale - Reference** | **Scale - 1** |

1369 +============+=======================+===============+

1370 | ``F_D`` | 1 | 1 |

1371 +------------+-----------------------+---------------+

1372

1373 +------------+-----------------------+---------------+

1374 | **Range** | **Scale - Reference** | **Scale - 1** |

1375 +============+=======================+===============+

1376 | ``E`` | 1 | 1 |

1377 +------------+-----------------------+---------------+

1378

1379 References

1380 ----------

1381 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`

1382

1383 Examples

1384 --------

1385 >>> ootf_inverse_BT2100_HLG_1(63.095734448019336) # doctest: +ELLIPSIS

1386 0.1000000...

1387 >>> ootf_inverse_BT2100_HLG_1(63.105103490674857, 0.01)

1388 ... # doctest: +ELLIPSIS

1389 0.0999999...

1390 """

1391

1392 F_D = to_domain_1(F_D)

1393

1394 is_single_channel = np.atleast_1d(F_D).shape[-1] != 3

1395

1396 if is_single_channel:

1397 usage_warning(

1398 '"Recommendation ITU-R BT.2100" "Reference HLG OOTF" uses '

1399 "RGB Luminance in computations and expects a vector input, thus "

1400 "the specified input array will be stacked to compose a vector for "

1401 "internal computations but a single component will be output."

1402 )

1403 R_D = G_D = B_D = F_D

1404 else:

1405 R_D, G_D, B_D = tsplit(F_D)

1406

1407 Y_D = np.sum(WEIGHTS_BT2100_HLG * tstack([R_D, G_D, B_D]), axis=-1)

1408

1409 alpha = L_W - L_B

1410 beta = L_B

1411

1412 gamma = optional(gamma, gamma_function_BT2100_HLG(L_W))

1413

1414 Y_D_beta = np.abs((Y_D - beta) / alpha) ** ((1 - gamma) / gamma)

1415

1416 R_S = np.where(

1417 beta == Y_D,

1418 0.0,

1419 Y_D_beta * (R_D - beta) / alpha,

1420 )

1421 G_S = np.where(

1422 beta == Y_D,

1423 0.0,

1424 Y_D_beta * (G_D - beta) / alpha,

1425 )

1426 B_S = np.where(

1427 beta == Y_D,

1428 0.0,

1429 Y_D_beta * (B_D - beta) / alpha,

1430 )

1431

1432 if is_single_channel:

1433 return as_float(from_range_1(R_S))

1434

1435 RGB_S = tstack([R_S, G_S, B_S])

1436

1437 return from_range_1(RGB_S)

1438

1439

1440def ootf_inverse_BT2100_HLG_2(

1441 F_D: Domain1,

1442 L_W: float = 1000,

1443 gamma: float | None = None,

1444) -> Range1:

1445 """

1446 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

1447 opto-optical transfer function (OOTF) according to *ITU-R BT.2100-2*.

1448

1449 The inverse OOTF maps display linear light to relative scene linear light.

1450

1451 Parameters

1452 ----------

1453 F_D

1454 Luminance :math:`F_D` of a displayed linear component

1455 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1456 :math:`cd/m^2`.

1457 L_W

1458 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

1459 achromatic pixels.

1460 gamma

1461 System gamma value, defaults to 1.2 at the nominal display peak

1462 luminance of :math:`1000 cd/m^2`.

1463

1464 Returns

1465 -------

1466 :class:`numpy.ndarray`

1467 :math:`E` denotes the signal for each colour component

1468 :math:`\\{R_S, G_S, B_S\\}` proportional to scene linear light and

1469 scaled by camera exposure.

1470

1471 Notes

1472 -----

1473 +------------+-----------------------+---------------+

1474 | **Domain** | **Scale - Reference** | **Scale - 1** |

1475 +============+=======================+===============+

1476 | ``F_D`` | 1 | 1 |

1477 +------------+-----------------------+---------------+

1478

1479 +------------+-----------------------+---------------+

1480 | **Range** | **Scale - Reference** | **Scale - 1** |

1481 +============+=======================+===============+

1482 | ``E`` | 1 | 1 |

1483 +------------+-----------------------+---------------+

1484

1485 References

1486 ----------

1487 :cite:`InternationalTelecommunicationUnion2018`

1488

1489 Examples

1490 --------

1491 >>> ootf_inverse_BT2100_HLG_2(63.095734448019336) # doctest: +ELLIPSIS

1492 0.1000000...

1493 """

1494

1495 F_D = to_domain_1(F_D)

1496

1497 is_single_channel = np.atleast_1d(F_D).shape[-1] != 3

1498

1499 if is_single_channel:

1500 usage_warning(

1501 '"Recommendation ITU-R BT.2100" "Reference HLG OOTF" uses '

1502 "RGB Luminance in computations and expects a vector input, thus "

1503 "the specified input array will be stacked to compose a vector for "

1504 "internal computations but a single component will be output."

1505 )

1506 R_D = G_D = B_D = F_D

1507 else:

1508 R_D, G_D, B_D = tsplit(F_D)

1509

1510 Y_D = np.sum(WEIGHTS_BT2100_HLG * tstack([R_D, G_D, B_D]), axis=-1)

1511

1512 alpha = L_W

1513

1514 gamma = optional(gamma, gamma_function_BT2100_HLG(L_W))

1515

1516 Y_D_alpha = np.abs(Y_D / alpha) ** ((1 - gamma) / gamma)

1517

1518 R_S = np.where(

1519 Y_D == 0,

1520 0.0,

1521 Y_D_alpha * R_D / alpha,

1522 )

1523 G_S = np.where(

1524 Y_D == 0,

1525 0.0,

1526 Y_D_alpha * G_D / alpha,

1527 )

1528 B_S = np.where(

1529 Y_D == 0,

1530 0.0,

1531 Y_D_alpha * B_D / alpha,

1532 )

1533

1534 if is_single_channel:

1535 return as_float(from_range_1(R_S))

1536

1537 RGB_S = tstack([R_S, G_S, B_S])

1538

1539 return from_range_1(RGB_S)

1540

1541

1542BT2100_HLG_OOTF_INVERSE_METHODS: CanonicalMapping = CanonicalMapping(

1543 {

1544 "ITU-R BT.2100-1": ootf_inverse_BT2100_HLG_1,

1545 "ITU-R BT.2100-2": ootf_inverse_BT2100_HLG_2,

1546 }

1547)

1548BT2100_HLG_OOTF_INVERSE_METHODS.__doc__ = """

1549Support methods for the *ITU-R BT.2100* *Reference HLG* inverse

1550opto-optical transfer function (OOTF).

1551

1552References

1553----------

1554:cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

1555:cite:`InternationalTelecommunicationUnion2018`

1556"""

1557

1558

1559def ootf_inverse_BT2100_HLG(

1560 F_D: Domain1,

1561 L_B: float = 0,

1562 L_W: float = 1000,

1563 gamma: float | None = None,

1564 method: (Literal["ITU-R BT.2100-1", "ITU-R BT.2100-2"] | str) = "ITU-R BT.2100-2",

1565) -> Range1:

1566 """

1567 Apply the *Recommendation ITU-R BT.2100* *Reference HLG* inverse

1568 opto-optical transfer function (OOTF).

1569

1570 The inverse OOTF maps display linear light to relative scene linear light.

1571

1572 Parameters

1573 ----------

1574 F_D

1575 Luminance :math:`F_D` of a displayed linear component

1576 :math:`\\{R_D, G_D, B_D\\}` or :math:`Y_D` or :math:`I_D`, in

1577 :math:`cd/m^2`.

1578 L_B

1579 Display luminance for black :math:`L_B` in :math:`cd/m^2`.

1580 L_W

1581 Nominal peak luminance :math:`L_W` of the display in :math:`cd/m^2` for

1582 achromatic pixels.

1583 gamma

1584 System gamma value, defaults to 1.2 at the nominal display peak

1585 luminance of :math:`1000 cd/m^2`.

1586 method

1587 Computation method.

1588

1589 Returns

1590 -------

1591 :class:`numpy.ndarray`

1592 :math:`E` denotes the signal for each colour component

1593 :math:`\\{R_S, G_S, B_S\\}` proportional to scene linear light and

1594 scaled by camera exposure.

1595

1596 Notes

1597 -----

1598 +------------+-----------------------+---------------+

1599 | **Domain** | **Scale - Reference** | **Scale - 1** |

1600 +============+=======================+===============+

1601 | ``F_D`` | 1 | 1 |

1602 +------------+-----------------------+---------------+

1603

1604 +------------+-----------------------+---------------+

1605 | **Range** | **Scale - Reference** | **Scale - 1** |

1606 +============+=======================+===============+

1607 | ``E`` | 1 | 1 |

1608 +------------+-----------------------+---------------+

1609

1610 References

1611 ----------

1612 :cite:`Borer2017a`, :cite:`InternationalTelecommunicationUnion2017`,

1613 :cite:`InternationalTelecommunicationUnion2018`

1614

1615 Examples

1616 --------

1617 >>> ootf_inverse_BT2100_HLG(63.095734448019336) # doctest: +ELLIPSIS

1618 0.1000000...

1619 >>> ootf_inverse_BT2100_HLG(63.105103490674857, 0.01, method="ITU-R BT.2100-1")

1620 ... # doctest: +ELLIPSIS

1621 0.0999999...

1622 """

1623

1624 method = validate_method(method, tuple(BT2100_HLG_OOTF_INVERSE_METHODS))

1625

1626 function = BT2100_HLG_OOTF_INVERSE_METHODS[method]

1627

1628 return function(

1629 F_D,

1630 **filter_kwargs(function, L_B=L_B, L_W=L_W, gamma=gamma),

1631 )

Coverage for models/rgb/transfer_functions/itur_bt_2100.py: 66%

160 statements