Abstract
In this study, we propose an approach to stretch or translate images using gradient-index (GRIN) elements with a rotationally symmetric shape in lens systems. In this method, the GRIN material, instead of optical surfaces, are utilized to enable a breaking of rotational symmetry for the two image translations. GRIN expression with anamorphic and tilting terms is introduced. A pair of GRIN elements in front of the given system alters the magnification in two orthogonal directions using the anamorphic terms in the expression, which realizes image stretching. A pair of GRIN elements with tilting terms is used after the given system tilts the optical path to achieve a transverse displacement of the image. The structure of the given system remains unchanged when these translations are performed. A design method for the GRIN elements is presented. Additionally, a design example is presented whose image is stretched by 1.33 times in one direction and displaced to one side of its axis to demonstrate the feasibility of the proposed approach. The approach in this study may enable novel imaging GRIN lens system designs with flexible image positions or special optical functions.
© 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement
1. Introduction
Optical designers are pursuing an imaging system with high specifications and good imaging performance. An increasing number of degrees of freedom (DOFs) are usually introduced into the lens system as variables during performance optimization. With advancements in fabrication technology, the DOF of surfaces has increased significantly. Aspheric surfaces have shown their ability to correct aberrations and push the limits for the system specifications of rotationally symmetric systems [1–3]. Freeform optics break such symmetry and offers even more DOFs through its surface coefficients. The excellent aberration correction capability of freeform surfaces makes it possible to achieve compact off-axis systems with high standard performance [4–8]. Microstructures can also be added to the optical surface to provide additional DOFs, and they can take the form of diffractive optical surfaces or metasurfaces [9–11]. Such extra DOFs improve the optical performance and realize novel systems that have special optical functions [4].
In addition to optical surfaces, spatially varying material in lens elements opens the door to correct aberration inside the elements and offers extra DOFs in optimization. The gradient index (GRIN) material refers to the condition in which the refractive index is inhomogeneous in the lens element. GRIN materials have been widely used for many years. Single-element, self-focusing rods with a small diameter have been realized with GRIN materials, and they have been pushing the board of research in medical science and neurobiology, such as brain activity monitoring in animals or observing drug response within the tumor [12,13]. Conventional GRIN materials often have an axial, radial, or spherical symmetric index distribution, which is limited by fabrication technology [14–16], but recent advancements in the GRIN manufacturing field have enabled a more complicated distribution of the refractive index [17–20]. Such GRIN media, which have refractive index distributions that may vary arbitrarily in up to three spatial dimensions, were proposed by Moore’s group as a freeform GRIN (F-GRIN), and in 2021 the same group published the introduction, properties, and an outlook for F-GRIN material [21–24]. Although the expression of GRIN material has come to the era of F-GRIN, only a limited number of studies have been reported on the design methods for imaging systems with complicated spatially varying GRIN elements. In 2019, Boyd described a guideline for the design of multi-material, general rotationally symmetric GRIN lenses, where imaging performance can be enhanced, and chromatic aberration can be corrected using GRIN material [25]. Gibson et al. designed infrared GRIN lens systems, showing their ability to reduce the number of elements and improve the MTF curves compared with homogeneous designs [26]. The similarities between F-GRIN and freeform optics have been studied, and F-GRIN has been applied in freeform system designs as an extra method for aberration compensation [22,23]. In 2022, Lippman et al. realized a folded system design using F-GRIN, and its imaging performance outperforms homogeneous designs [24]. In polychromatic lens designs, GRIN material can provide unique dispersion property that benefits the correction of chromatic aberration. In 2022, Desai et al., proposed a specific GRIN expression that adopts 3 base materials and achieved the design of achromatic singlets [27]. Other studies have focused on wavefront or mode conversion using GRIN elements or special designs [28,29]. Conformal transformation optics uses a mathematical method called conformal mapping to determine the ray trajectory or index distribution, but it is currently not applicable for imaging system designs with nonzero FOV [30]. Other methods, including machine learning and generalized Coddington's equations, have also been proposed as aberration-correction approaches in GRIN system design [31,32]. In the above studies on imaging designs, GRIN materials were mostly regarded as a complementary source of DOFs to improve the performance of correspondent homogeneous designs instead of an independent method to realize special optical functions.
In this study, we will realize a novel optical function for imaging systems using GRIN elements, that is, the stretching and transverse displacement of the image physically, whose effects are shown in Fig. 1. During stretching, the original image increases linearly in one direction in the image plane and remains unchanged in the orthogonal direction, whereas in the image transverse displacement, the original image is moved in one direction in the image plane with its size unchanged. Imaging stretching and transverse displacement are two important image operations. Imaging stretching provides finer physical resolution in one direction, and the image transverse displacement can overcome physical constraints and benefit the arranging of extra elements in the systems. In contrast to conventional methods for achieving these image operations using bi-curvature elements, prisms or freeform optics [4], we show that even though all the optical elements have a rotationally symmetric shape, the refractive index distribution enables such a breaking of rotational symmetry. Compared with conventional methods, the rotationally symmetric shape of the elements in the proposed method may facilitate the assembly of the system.
2. Method
2.1 GRIN material expression
To realize the special function of image stretching and transverse displacement, a GRIN expression is first proposed, which is
In the two-material linear model [33], where the two materials are denoted as A and B, the relationship between the refractive index and concentration of material A is
By using the material expression in Eq. (1), the anamorphic terms enable a rotationally symmetric shaped element to provide different optical powers in x and y directions, and by utilizing tilting terms, the ray path can be tilted around the x-axis, enabling an off-axis path with rotationally symmetric shaped elements, which will be discussed in the next section.
The above Eq. (1) can be further upgraded to a z-dependent expression, N(x,y,z),which is
2.2 Image stretching
Here, we consider the first-order condition in image stretching after imposing GRIN elements and derive the initial material coefficients for the optimization starting point. For a certain thickness, t, of the GRIN material, it can be deduced from [33] that the optical power generated by the anamorphic distribution terms can be approximated as
Figure 2 shows the relationship between structural parameters (i.e., d and t) and material parameters (i.e., N1 and ky). This figure is plotted with the assumption that kx = 1 and Sy = 0.33; the value of d is sampled from 30 mm to 60 mm, and thickness t is set between 3 mm and 5 mm. In Fig. 2(a), the different curves show the relationship between ky and N1 for different distances d between the two elements, where the blue and red curves represent the two elements. The thickness of both elements was 5 mm (t1 = t2 = t = 5 mm). The ky coefficients for the first and second elements are at the two sides of the unit, and the deviation increases as the magnitude of N1 decreases. The feasible range of ky2 is the left side of its crossing point with the horizontal axis, and with an increase in d, the deviation of ky will be smaller, and the feasible range will be greater, which means that the index changing rate in the GRIN can be smaller. When d is constant at 50 mm, the deviation of ky will be smaller with an increase in GRIN thickness, t, as shown in Fig. 2(b).
The above analysis is a pseudo-first-order analysis because the thickness of the GRIN element is considered in the optical power of the GRIN element but not in the position of the principal planes of the lens elements. Thus, this approximation requires adjustment, especially when d is comparable to the thicknesses t1 and t2. However, it offers an initial value for the GRIN coefficients at the starting point of optimization. “ACBD” method [35] can be applied in optimization to enable the focal lengths in the x- and y-directions and the stretching ratio Sy.
2.2 Image transverse displacement
In the image transverse displacement, the image plane is supposed to be moved in one direction vertical to the optical axis of the lens, and in our method, this is realized by inserting a rotationally symmetric GRIN pair after the given lens. Two requirements need to be met in this displacement: (1) the new image should still be vertical to the optical axis of the given lens, and (2) the image size should not be changed with no extra distortion introduced. An off-axis effect must be introduced via the GRIN pair to displace the image.
The ray path in the GRIN material obeys the Eikonal equation [36] and is given by:
Which shows that the relative change rate of the index along the y-direction is constant. One solution for n(y) can be expressed as follows:
where η and n0 are material coefficients. Thus, the analytical solution for the ray trajectory y(z) for an incident ray parallel to the optical axis can be obtained from Eq. (8) and Eq. (10), as follows:It can be inferred from Eq. (11), the ray trajectory is not related to n0, and the ray trajectory is linear with the incident height y(0) and a scale factor equal to 1, which means that a parallel ray bundle will remain parallel in the material and zero optical power will be introduced by the material. The inclination angle α(z) of the ray can be expressed as follows:
where the incline angle only changes with the axial distance z, indicating the continuous tilt effect of the material. The tilt effect can be adjusted by changing the material coefficient η or thickness of the GRIN block. The tilt angle in air after the GRIN block can be obtained by applying Snell’s law on its rear surface.The right hand of Eq. (11) can be expanded to the Tylor series, which coincides with tilt coefficient {Tj} in Eq. (1). In particular, when ηy<<1, {Tj} can be a good approximation of the refractive-index distribution in Eq. (1) while offering more DOFs for optimization. When {Tj} is adopted for the material expression, numerical methods [37–39] can be used to trace the ray and determine the tilt angle at the end of the GRIN element with high precision.
Figure 3(a) shows an image of the same tilt effect realized by different optical elements, that is, the prism, GRIN element with Eq. (10), and the GRIN element with the T1 coefficient in Eq. (1). All elements had a 7 mm center thickness and the same base refractive index of 1.533, which is within the refractive index range of optical polymers. The incident rays were parallel beams, and after the prism or planar-shaped GRIN element, the output rays were tilted by 10°. Therefore, η=1.6111 × 10−2 and T1= 2.4754 × 10−2 for the two GRIN elements. It should be noted that when only coefficient T1 is used in Eq. (1), the GRIN profile has the same form as in Lippman’s work [40], and the ray path in the material is hyperbolic cosine. It can be inferred from Fig. 3(b) that the GRIN element provides a linear translation of the incident ray angles, which shows an optical function similar to that of a homogenous prism. Figure 3(c) shows the difference between the GRIN element and the prism and the difference between the two GRIN elements, and the maximum deviation is only 0.0425° for the incident angle range of ±5°, which is neglectable, and thus using coefficient T1 of Eq. (1) provides a good approximation of Eq. (10) by tilting the ray path. However, unlike a freeform prism that can tilt the optical path twice with its two optical surfaces, the GRIN material can only tilt the optical path in one direction in a single element because the proposed GRIN expression in Eq. (1) is not related to z. Therefore, to avoid the tilt of the image plane and meet the requirement (1), a pair of GRIN elements is used. Figure 4 illustrates the design result of displacing the image of an ideal lens with a FOV of ±5° and a focal length of 30 mm. The GRIN pair was placed 2 mm after the exit of the pupil of the ideal lens. The image was transversely displaced by 6 mm after insertion of the GRIN pair. In this design, the maximum and minimum values of the refractive index of the first element were 1.557 and 1.420, respectively. For the second element, they were 1.648 and 1.408, respectively. The central refractive index of both elements was 1.533.
2.3 Optimization considerations for the GRIN elements
To further correct aberrations while maintaining the rotationally symmetric shape, aspheric surfaces are applied on both sides of each GRIN element, the expression of which is as follows:
3. Design example
In this section, a design example is introduced to demonstrate the feasibility of the proposed approach for image stretching and transverse displacement using GRIN elements. First, a co-axis lens system was designed to provide the original image. The 2D layout of the system is shown in Fig. 5(a), the MTF performance is illustrated in Fig. 5(b), and the specifications are listed in Table 1. All elements in the system were made of H-K9L glass.
By imposing a front GRIN pair before the given system, the incident FOV (the output FOV of the front GRIN pair) for the given system can be changed. The target stretch ratio is Sy = 0.33, which means that the FOV used for the given system in the y-direction will be enlarged, while that in the x-direction is unchanged. Therefore, the FOV used in the y-direction for the given system is ${\tan ^{ - 1}}({1.33 \times \tan ({5^\circ } )} )= 6.64^\circ $ if distortion is negligible, which is within the maximum FOV of the given system. The amount of image transverse displacement is set as 4 mm in the y-direction, which is greater than the half image height in the y-direction after image stretching.
The design results for the image-stretching GRIN pair are shown in Fig. 6. The first element in the front GRIN group shows a negative meniscus shape but has zero optical power in the x-direction and performs as a positive lens in the y-direction owing to the index distribution. The second GRIN element provided negative optical power in the y-direction and zero power in the x-direction. Both GRIN elements adopt aspheric surfaces to further correct the aberration, and the MTF curves of all field angles stay above zero till the cutoff frequency of the diffraction limit of 280 lp/mm, which shows good imaging performance, as shown in Fig. 6(c). The maximum distortion of the system was controlled to be below 0.12% in the y-direction. The focal lengths of the total system in the x and the y directions are 29.90 mm and 39.65 mm, respectively, which results in an anamorphic ratio of 1.33. Therefore, the image is stretched by 1.33 times in the y-direction as compared with that of the given system. Because a circular stop is placed after the GRIN pair, the FNO of the two directions will be the same.
The refractive index profiles of the front GRIN group are shown in Fig. 7. The apertures of the two elements were 14 mm and 8 mm, respectively. The index profile of n(0,y) is steeper than that of n(x,0) in the front element, indicating greater optical power contributed by the material in the y-direction. The profiles for both elements match the discussion in Section 2.1.
The rear GRIN group was added to the system. The transverse displacement distance was set to 4 mm in the y-direction. The aspheric coefficients (i.e., A, B, C, and D) for all the optical surfaces in the group were used as variables. The surface coefficients of the front group were also used to correct the aberration. The results after the optimization are shown in Fig. 8. The material coefficients and structural parameters of the GRIN elements are presented in Table 2. After image displacement, the entire image was moved to the upper half with no incident point along the mechanical rotation axis.
After the image displacement, the relation between the ideal image position II and the field angle is as follows:
where θx and θy denote the incident field angles in the x and y directions, respectively, and yd = 4 mm, Sy = 0.33, and fG = 30 mm in the design. Figure 9(b) illustrates the distortion of the system, where the blue circles represent the ideal image positions of the sampled field angles, and the red stars represent the real image points. The sampled field angles were on two concentric rings with an inner ring of 2.5° and an outer ring of 5°, and the azimuth interval was 45°. The maximum position error was 39μm and its direction was along the y-axis, corresponding to a maximum distortion of 1.1%.4. Design result with z-dependent GRIN expression
As discussed in 2.2, the z-independent GRIN expression in Eq. (1) is only able to tilt the ray bundles once, which introduces considerable aberration in image transverse displacement, and two of such GRIN elements are needed for the displacement process. To further explore the ability of GRIN material in image displacement and aberration correction, Eq. (4) is adopted in the optimization process. The result in the previous section is adopted as the starting point, and only one rear GRIN element is used. The front GRIN pair remains the anamorphic Keplerian telescope configuration but with the z-dependent GRIN expression. Aspheric coefficients on surfaces are removed in optimization. Thus, the variables are the GRIN coefficients in Eq. (4) and curvature radius of each GRIN element. A user-defined macro function @Eva_grin(x,y,z,sur) is made to evaluate the refractive index at point (x, y, z) of the GRIN material after surface number sur. By imposing special constraints with this function, the range of the refractive index is controlled within 1.3 and 1.75. The design result is illustrated in Fig. 10, including the layout, MTF curves and image position. In this design result, all optical surfaces on GRIN elements are spherical. Compared with the z-independent expression in Eq. (1), the z-dependent terms provide more DOFs in design and manipulation of the tilting terms along the z-axis. Therefore, better MTF performance is achieved with only one such rear elements. With the help of axial terms in aberration correction, even though aspheric coefficients are removed for all the GRIN elements, the MTF performance is improved compared with z-independent GRIN result.
The refractive index profiles for each GRIN element in X-Z and Y-Z planes are illustrated in Fig. 11. The GRIN profile in the front group (i.e., G1, and G2) are quadrant symmetric, while the GRIN profile in the rear GRIN (i.e., G3) only has the symmetry about YOZ plane.
Because the aberrations of the front group and the rear element are both well-corrected with the z-dependent GRIN expression, a DOF in the combination of the two image translations can be achieved in this system, that is, the change of the azimuth angle in image stretching. Figure 12 shows the MTF performance and image position when rotating the azimuth angle of the rear GRIN element. Considering the quadrant symmetry of the front group in the design result, two azimuth angles, namely 45° and 90°, are listed. The MTF curves of the results show that good imaging performance can be maintained while rotating the rear GRIN lens, and the image shape and central position will be changed in this process, as shown in Figs. 12(b) and (d).
5. Conclusions
In this study, we proposed an approach to realize image stretching and transverse displacement in lens design with rotationally symmetric-shaped GRIN elements. In this method, two GRIN material expressions that contain anamorphic and tilt distributions of the refractive index are introduced, and a method to realize image translation using the GRIN coefficients is presented. A design example is introduced to demonstrate the feasibility of the approach, and a stretching ratio of 1.33 and a transverse displacement distance of 4 mm was realized simultaneously in the design. By adopting the z-dependent GRIN expression, image displacement can be realized by one rear GRIN element, and aspheric terms in the front GRIN group or the rear element are no longer needed for aberration correction. The image quality and distortion remained acceptable after imposing GRIN elements. The results show that the GRIN material can offer extra DOFs inside the element and provide an alternative to optical surfaces for achieving asymmetric optical properties. In the future, we will further explore the relationship between the GRIN expression and the specific functions that can be achieved by GRIN material in lens design and extend the image transformations to polychromatic conditions.
Funding
National Natural Science Foundation of China (62005069).
Acknowledgments
We thank Synopsys for the education license of Code V.
Disclosures
The authors declare no conflicts of interest.
Data availability
Data underlying the results presented in this paper are not publicly available at this time but may be obtained from the authors upon reasonable request.
References
1. A. Amani, J. Bai, and X. Huang, “Dual-view catadioptric panoramic system based on even aspheric elements,” Appl. Opt. 59(25), 7630–7637 (2020). [CrossRef]
2. X. Yan, Y. Li, L. Liu, and K. Liu, “Design of an objective for a hyper-numerical-aperture immersion lithography tool with a multi-step alternative grouping design method,” Appl. Opt. 61(16), 4743–4751 (2022). [CrossRef]
3. C. Bigwood and A. Wood, “Two-element lenses for military applications,” Opt. Eng. 50(12), 121705 (2011). [CrossRef]
4. X. Wu, J. Zhu, T. Yang, and G. Jin, “Transverse image translation using an optical freeform single lens,” Appl. Opt. 54(28), E55–E62 (2015). [CrossRef]
5. J. P. Rolland, M. A. Davies, T. J. Suleski, C. Evans, A. Bauer, J. C. Lambropoulos, and K. Falaggis, “Freeform optics for imaging,” Optica 8(2), 161–176 (2021). [CrossRef]
6. D. Cheng, Q. Wang, Y. Liu, H. Chen, D. Ni, X. Wang, C. Yao, Q. Hou, W. Hou, G. Luo, and Y. Wang, “Design and manufacture AR head-mounted displays: a review and outlook,” Light: Adv. Manuf. 2(3), 24 (2021). [CrossRef]
7. D. Cheng, J. Duan, H. Chen, H. Wang, D. Li, Q. Wang, Q. Hou, T. Yang, W. Hou, D. Wang, X. Chi, B. Jiang, and Y. Wang, “Freeform OST-HMD system with large exit pupil diameter and vision correction capability,” Photonics Res. 10(1), 21–32 (2022). [CrossRef]
8. B. Zhang, G. Jin, and J. Zhu, “Towards automatic freeform optics design: coarse and fine search of the three-mirror solution space,” Light: Sci. Appl. 10, 65 (2021). [CrossRef]
9. M. Piao, B. Zhang, and K. Dong, “Design of achromatic annular folded lens with multilayer diffractive optics for the visible and near-IR wavebands,” Opt. Express 28(20), 29076–29085 (2020). [CrossRef]
10. S. Mao and J. Zhao, “Design and analysis of a hybrid optical system containing a multilayer diffractive optical element with improved diffraction efficiency,” Appl. Opt. 59(20), 5888–5895 (2020). [CrossRef]
11. S. Thibault, D. Panneton, J. Borne, J. Parent, and X. Dallaire, “Toward the use of metasurfaces in lens design,” Proc. SPIE 11080, 1 (2019). [CrossRef]
12. J. K. Kim, W. M. Lee, and P. Kim, “Fabrication and operation of GRIN probes for in vivo fluorescence cellular imaging of internal organs in small animals,” Nat. Protoc. 7(8), 1456–1469 (2012). [CrossRef]
13. G. Liu, J. W. Kang, and O. Jonas, “Long-GRIN-Lens Microendoscopy Enabled by Wavefront Shaping for a Biomedical Microdevice: An Analytical Investigation,” Materials 14(12), 3392 (2021). [CrossRef]
14. D. T. Moore, “Gradient-index optics: A review,” Appl. Opt. 19(7), 1035–1038 (1980). [CrossRef]
15. D. S. Kindred, J. Bentley, and D. T. Moore, “Axial and radial gradient-index titania flint glasses,” Appl. Opt. 29(28), 4036–4041 (1990). [CrossRef]
16. C. Zhang, Y. Gui, K. Xia, G. Jia, C. Liu, J. Zhang, J. Li, Z. Yang, Z. Liu, and X. Shen, “Preparation of infrared axial gradient refractive index lens based on powder stacking and the sintering thermal diffusion method,” Opt. Mater. Express 12(2), 584–592 (2022). [CrossRef]
17. S. Ji, K. Yin, M. Mackey, A. Brister, M. Ponting, and E. Baer, “Polymeric nanolayered gradient refractive index lenses: technology review and introduction of spherical gradient refractive index ball lenses,” Opt. Eng. 52(11), 112105 (2013). [CrossRef]
18. A. Boyd, M. Ponting, and H. Fein, “Layered polymer GRIN lenses and their benefits to optical designs,” Adv. Opt. Technol. 4(5-6), 429–443 (2015). [CrossRef]
19. S. D. Campbell, D. E. Brocker, D. H. Werner, C. Dupuy, S.-K. Park, and P. Harmon, “Three-dimensional gradient-index optics via inkjet-aided additive manufacturing techniques,” in 2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, (IEEE, 2015), pp. 605–606.
20. R. Dylla-Spears, T. D. Yee, K. Sasan, D. T. Nguyen, N. A. Dudukovic, J. M. Ortega, M. A. Johnson, O. D. Herrera, F. J. Ryerson, and L. L. Wong, “3D printed gradient index glass optics,” Sci. Adv. 6(47), eabc7429 (2020). [CrossRef]
21. D. H. Lippman, N. S. Kochan, T. Yang, G. R. Schmidt, J. L. Bentley, and D. T. Moore, “Freeform gradient-index media: a new frontier in freeform optics,” Opt. Express 29(22), 36997–37012 (2021). [CrossRef]
22. T. Yang, N. Takaki, J. Bentley, G. R. Schmidt, and D. T. Moore, “Efficient representation of freeform gradient-index profiles for non-rotationally symmetric optical design,” Opt. Express 28(10), 14788–14806 (2020). [CrossRef]
23. A. Yee, W. Song, N. Takaki, T. Yang, Y. Zhao, Y. Ni, S. Y. Bodell, J. P. Rolland, J. L. Bentley, and T. D. Moore, “Design of a freeform gradient-index prism for mixed reality head mounted display,” Proc. SPIE 10676, 106760S (2018). [CrossRef]
24. D. H. Lippman, R. Chou, A. X. Desai, N. S. Kochan, T. Yang, G. R. Schmidt, J. L. Bentley, and D. T. Moore, “Polychromatic annular folded lenses using freeform gradient-index optics,” Appl. Opt. 61(3), A1–A9 (2022). [CrossRef]
25. A. Boyd, “Optical design of multi-material, general rotationally symmetric GRIN lenses,” Proc. SPIE 10998, 19 (2019). [CrossRef]
26. D. Gibson, S. S. Bayya, V. Q. Nguyen, J. D. Myers, E. F. Fleet, J. S. Sanghera, J. Vizgaitis, J. P. Deegan, and G. Beadie, “Diffusion-based gradient index optics for infrared imaging,” Opt. Eng. 59(11), 1 (2020). [CrossRef]
27. A. X. Desai, G. R. Schmidt, and D. T. Moore, “Achromatization of multi-material gradient-index singlets,” Opt. Express 30(22), 40306–40314 (2022). [CrossRef]
28. W. M. Kunkel and J. R. Leger, “Gradient-index design for mode conversion of diffracting beams,” Opt. Express 24(12), 13480–13488 (2016). [CrossRef]
29. W. M. Kunkel and J. R. Leger, “Numerical design of three-dimensional gradient refractive index structures for beam shaping,” Opt. Express 28(21), 32061–32076 (2020). [CrossRef]
30. L. Xu and H. Chen, “Conformal transformation optics,” . Photonics 9(1), 15–23 (2015). [CrossRef]
31. J. A. Easum, S. D. Campbell, J. Nagar, and D. H. Werner, “Analytical surrogate model for the aberrations of an arbitrary GRIN lens,” Opt. Express 24(16), 17805–17818 (2016). [CrossRef]
32. N. S. Kochan, G. R. Schmidt, and D. T. Moore, “Freeform gradient index generalized Coddington's equations,” J. Opt. Soc. Am. A 39(4), 509–516 (2022). [CrossRef]
33. P. W. McCarthy. “Gradient-index materials, design, and metrology for broadband imaging systems,” PhD thesis, University of Rochester (2015).
34. C. Xu, W. Song, and Y. Wang, “Design of a miniature anamorphic lens with a freeform front group and an aspheric rear group,” Opt. Eng. 60(06), 065104 (2021). [CrossRef]
35. Synopsys Inc., CODE V Reference Manual (2022).
36. C. Gomez-Reino, M. V. Perez, and C. Bao, Gradient-index optics: fundamentals and applications, 1st ed. (Springer, 2002).
37. H. A. Buchdahl, “Rays in gradient-index media: separable systems,” J. Opt. Soc. Am. A 63(1), 46–49 (1973). [CrossRef]
38. A. Sharma, D. V. Kumar, and A. K. Ghatak, “Tracing rays through graded-index media: a new method,” Appl. Opt. 21(6), 984–987 (1982). [CrossRef]
39. J. E. Gómez-Correa, “Geometrical-light-propagation in non-normalized symmetric gradient-index media,” Opt. Express 30(19), 33896–33910 (2022). [CrossRef]
40. D. H. Lippman and G. R. Schmidt, “Prescribed irradiance distributions with freeform gradient-index optics,” Opt. Express 28(20), 29132–29147 (2020). [CrossRef]