Program

Saturday, July 29th
09:30	Session 3: Neural and Generative Methods in Imaging [Session chair: Emma Alexander] 1) Learn to Synthesize Photorealistic Dual-pixel Images from RGBD frames. Feiran Li (Osaka University); Heng Guo (Osaka University); Hiroaki Santo (Osaka University); Fumio Okura (Osaka University); Yasuyuki Matsushita (Osaka University). 2) Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation. Alnur Alimanov (Bahcesehir University); MD Baharul Islam (Bahcesehir University). 3) NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Rendering. Ziyu Wang (ShanghaiTech University); Wei Yang (Huazhong University); Junming Cao (ShanghaiTech University); Qiang Hu (ShanghaiTech University); Lan Xu (ShanghaiTech University); Junqing Yu (Huazhong University); Jingyi Yu (ShanghaiTech University). 4) Supervision by Denoising. Sean I. Young (Harvard Medical School); Adrian V. Dalca (MIT); Enzo Ferrante (CONICET / Universidad Nacional del Litoral); Polina Golland (MIT); Christopher Metzler (University of Maryland College Park); Bruce Fischl (Harvard Medical School); Juan Eugenio Iglesias (Harvard Medical School).
10:30	Invited Talk: Karen Schloss (UW-Madison) Color semantics for visual communication  Session chair: Emma Alexander
11:00	Coffee break
11:30	Keynote: Aaron Hertzmann (Adobe) A Perceptual Theory of Perspective Session chair: Matthew O’Toole
12:30	Lunch; Affinity Group Meetings; Group Photo
14:00	Invited Talk: Na Ji (UC Berkeley) Imaging the Brain at High Spatiotemporal Resolution Session chair: Suren Jayasuriya
14:30	Session 4: Measuring Spectrum and Reflectance [Session chair: Suren Jayasuriya] 1) Spectral Sensitivity Estimation Without a Camera. Grigory Solomatov (University of Haifa & IUI Eilat); Derya Akkaynak (University of Haifa & IUI Eilat). 2) A Compact BRDF Scanner with Multi-conjugate Optics. Kensuke Uchida (Osaka University); Hajime Nagahara (Osaka University); Yasuyuki Matsushita (Osaka University). 3) Measured Albedo in the Wild: Filling the Gap in Intrinsics Evaluation. Jiaye Wu (University of Maryland); Sanjoy Chowdhury (University of Maryland); Hariharmano Shanmugaraja (University of Maryland); David Jacobs (University of Maryland); Soumyadip Sengupta (University of North Carolina at Chapel Hill). 4) Compact Self-adaptive Coding for Spectral Compressive Sensing. Zhan Shi (Nanjing University); Hao Ye (Nanjing University); Tao Lv (Nanjing University); Yibo Wang (Nanjing University); Xun Cao (Nanjing University).
15:30	Industry Consortium Talk: Tomoo Mitsunaga (Sony) Computational Image Sensing at Sony Session chair: Josh Rapp
16:00	Poster and Demo Spotlights
16:15	Coffee Break
16:45	Poster and Demo Session 2
18:15	Reception

Sunday, July 30th
09:00	Session 5: Depth and 3D Imaging [Session chair: Derya Akkaynak] 1) Near-light Photometric Stereo with Symmetric Lights. Lilika Makabe (Osaka University); Heng Guo (Osaka University); Hiroaki Santo (Osaka University); Fumio Okura (Osaka University); Yasuyuki Matsushita (Osaka University). 2) Aberration-Aware Depth-from-Focus. Xinge Yang (KAUST); Qiang Fu (KAUST); Mohamed Elhoseiny (KAUST); Wolfgang Heidrich (KAUST). 3) Count-Free Single-Photon 3D Imaging with Race Logic. Atul N Ingle (Portland State University); David Maier (Portland State University).
09:45	Invited Talk: Jules Jaffe (Scripps & UCSD) Welcome to the Underwater Micro World:  The Art and Science of Underwater Microscopy Session chair: Derya Akkaynak
10:15	Coffee Break
10:45	Invited Talk: Hooman Mohseini (Northwestern University) New Material and Devices for Imaging Session chair: Adithya Pediredla
11:15	Keynote: Eric Fossum (Dartmouth) Quanta Image Sensors and Remaining Challenges  Session chair: Edoardo Charbon
12:15	Lunch; Industry Consortium Mentorship Event
12:45	Lunch (served)
14:00	Session 6: NLOS Imaging and Imaging Through Scattering Media [Session chair: Vishwanath Saragadam] 1) Isolating Signals in Passive Non-Line-of-Sight Imaging using Spectral Content. Connor Hashemi (University of Minnesota); Rafael Avelar (University of Minnesota); James R. Leger (University of Minnesota). 2) Fast Non-line-of-sight Imaging with Non-planar Relay Surfaces. Chaoying Gu (UC Berkeley); Talha Sultan (University of Wisconsin-Madison); Khadijeh Masumnia-bisheh (University of Wisconsin-Madison); Laura Waller (UC Berkeley); Andreas Velten (University of Wisconsin-Madison). 3) Neural Reconstruction through Scattering Media with Forward and Backward Losses. Yuehan Wang (ShanghaiTech University); Siyuan Shen (ShanghaiTech University); Yanhua Yu (ShanghaiTech University); Su‘an Xia (ShanghaiTech University); Xingyue Peng (ShanghaiTech University); Ruiqian Li (ShanghaiTech University); Shiying Li (ShanghaiTech University); Jingyi Yu (ShanghaiTech University).
14:45	Invited Talk: Jasper Tan (Glass Imaging) Towards the Next Generation of Smartphone Cameras Session chair: Vishwanath Saragadam
15:15	Break
15:30	Session 7: Holography and Phase-based Imaging [Session Chair: Christopher Metzler] 1) Programmable Spectral Filter Arrays using Phase Spatial Light Modulators. Vishwanath Saragadam (Rice University); Vijay Rengarajan (Meta); Ryuichi Tadano (Sony); Tuo Zhuong (Sony); Hideki Oyaizu (Sony); Jun Murayama (Sony); Aswin Sankaranarayanan (Carnegie Mellon University). 2) Scattering-aware Holographic PIV with Physics-based Motion Priors. Miao Qi (KAUST); Wolfgang Heidrich (KAUST). 3) Stochastic Light Field Holography. Florian A Schiffers (Northwestern University); Praneeth Chakravarthula (Princeton University); Nathan Matsuda (Meta); Grace Kuo (Meta); Ethan Tseng (Princeton University); Douglas Lanman (Facebook Reality Labs); Felix Heide (Princeton University / Algolux); Oliver Cossairt (Meta).
16:15	Closing Remarks

Posters and demos

• Spotlight posters are highlighted in red.
• Demo posters are highlighted in purple.
• Paper posters are highlighted in orange.

DAY 1

Paper ID#	Title	Authors
1	Neural Kaleidoscopic Space Sculpting	Byeongjoo Ahn (CMU), Michael De Zeeuw (CMU), Ioannis Gkioulekas (CMU), Aswin C. Sankaranarayanan (CMU)
6	Teleidoscopic Imaging System for Microscale 3D Shape Reconstruction	Ryo Kawahara (Kyushu Institute of Technology), Meng-Yu Jennifer Kuo (UMN), Shohei Nobuhara (Kyoto University)
7	Shakes on a Plane: Unsupervised Depth Reconstruction from Unstabilized Photography	Ilya Chugunov (Princeton), Yuxuan Zhang (Princeton), Felix Heide (Princeton)
8	Event-based Detection, Tracking, and Recognition of Unresolved Moving Objects	Luc Tinch (University of Dayton), Nitesh Menon (Kitware), Keigo Hirakawa (University of Dayton), Scott McCloskey (Kitware)
49	Deep Learning Microscope with Extended Depth-of-field and Virtual Staining for Slide-free Histology	Mary Jin (Rice), Yubo Tang (Rice), Jackson B. Coole (Rice), Melody Tan (Rice), Nadarajah Vigneswaran (UTHealth Houston), Ann M. Gillenwater (UTHealth Houston), Michelle D. Williams (UTHealth Houston), Rebecca Richards-Kortum (Rice), Ashok Veeraraghavan (Rice)
50	CodedEvents: Depth Tracking of Point Sources at 1000 FPS Using Event Cameras and Coded Apertures	Jingxi Chen (UMCP), Haoming Cai (UMCP), Sachin Shah (UMCP), Chahat Deep Singh (UMCP), Sakshum Kulshrestha (UMCP), Christopher A. Metzler (UMCP)
37	Improving Thermography Equity using Spatial Transient Patterns	Ellin Q. Zhao (UCLA), Alexander Vilesov (UCLA), Shreeram Athreya (UCLA), Pradyumna Chari (UCLA), Laleh Jalilian (UCLA), Achuta Kadambi (UCLA)
10	Score-Based Diffusion Models as Bayesian Priors for Computational Imaging	Berthy T. Feng (Caltech), Jamie Smith (Google), Michael Rubinstein (Google), Huiwen Chang (Google), Katherine L. Bouman (Caltech), William T. Freeman (Google)
11	Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation	Odrika Iqbal (ASU), Victor Isaac Torres Muro (ASU), Sameeksha Katoch (ASU), Andreas Spanias (ASU), Suren Jayasuriya (ASU)
12	Real-time Controllable Denoising for Image and Video	Zhaoyang Zhang (CUHK), Yitong Jiang (CUHK), Wenqi Shao (CUHK), Xiaogang Wang (CUHK), Ping Luo (CUHK), Kaimo Lin (CUHK), Jinwei Gu (CUHK)
13	Propagating Spatially Sparse Noisy Spectral Clues over Hyperspectral Images	Mehmet Kerem Aydin (Northwestern), Qi Guo (Purdue), Emma Alexander (Northwestern)
14	Learning-assisted Matrix Pencil Method for Indirect Time of Flight Image Demixing	Saurabh Kumar (Osaka University), Keiichiro Kagawa (Shizuoka University), and Hajime Nagahara (Osaka University)
15	NeuWS: Neural Wavefront Shaping for Guidestar-Free Imaging Through Static and Dynamic Scattering Media	Brandon Y. Feng (UMD), Haiyun Guo (RICE), Mingyang Xie (UMD), Vivek Boominathan (RICE), Manoj K. Sharma (RICE), Ashok Veeraraghavan (RICE), Christopher A. Metzler (UMD)
16	Seeing Photons in Color	Sizhuo Ma (Snap), Varun Sundar(UW-Madison), Paul Mos (EPFL), Claudio Bruschini (EPFL), Edoardo Charbon (EPFL), Mohit Gupta (UW-Madison)
17	Pointersect: Neural Rendering with Cloud-Ray Intersection	Jen-Hao Rick Chang (Apple), Wei-Yu Chen (CMU), Anurag Ranjan (Apple), Kwang Moo Yi (UBC), Oncel Tuzel (Apple)
18	Energy-Efficient Adaptive 3D Sensing (and demo)	Brevin Tilmon, Zhanghao Sun, Sanjeev Koppal, Yicheng Wu, Georgios Evangelidis, Ramzi Zahreddine, Guru Krishnan, Sizhuo Ma, Jian Wang
20	Count-Free Histograms with Race Logic for Single-Photon LiDAR	Atul Ingle (PSU), David Maier (PSU)
22	Analyzing Physical Impacts Using Transient Surface Wave Imaging	Tianyuan Zhang (CMU), Mark Sheinin (CMU), Dorian Chan (CMU), Mark Rau (Stanford), Matthew O’Toole (CMU), and Srinivasa G. Narasimhan (CMU)
24	Snapshot High-Dynamic-Range Imaging with a Polarization Camera	Mingyang Xie (UMD), Matthew Chan (UMD), Christopher Metzler (UMD)
26	Panoramas from Photons	Sacha Jungerman (UW Madison), Atul Ingle (UW Madison), Mohit Gupta (UW Madison)
28	Inferring Planar Geometry and Reflectance from Transient Histograms	Carter Sifferman (UW Madison), Mohit Gupta (UW Madison), Michael Gleicher (UW Madison)
43	GLASS Imaging: Computational Photography for Next-Level Smartphone Cameras	Ziv Attar (GLASS Imaging), Tom Bishop (GLASS Imaging), Cole Cogswell (GLASS Imaging), Manuel Kolmet (GLASS Imaging), Doug MacEwen (GLASS Imaging), Fabio Riccardi (GLASS Imaging), Jasper Tan (GLASS Imaging)
31	ReDIP: Low-dose phase retrieval with reference-based deep image prior	Raunak Manekar (UMTC), Elisa Negrini (California NanoSystems Institute), Minh Pham (California NanoSystems Institute), Daniel Jacobs (UMTC), Jaideep Srivastava (California NanoSystems Institute), and Jianwei Miao (UMTC)
51	AD Ray-Optics: Auto Differentiable Ray Tracing Framework	Poulomi Pradhan (Purdue), Qi Guo (Purdue)
52	Efficient Depth Estimation from Coupled Optical Differentiations	Junjie Luo (Purdue), Qi Guo (Purdue)
53	Compressive Representations for Single-Photon 3D Cameras	Felipe Gutierrez-Barragan (UW-Madison), Fangzhou Mu (UW-Madison), Andrei Ardelean (EPFL), Atul Ingle (PSU), Claudio Bruschini (EPFL), Edoardo Charbon (EPFL), Yin Li (UW-Madison), Mohit Gupta (UW-Madison), Andreas Velten (UW-Madison)
54	Spatially Varying Exposure Control: Design Optimality and Universality	Xiangyu Qu (Purdue), Yiheng Chi (Purdue), Stanley H. Chan (Purdue)
55	A Provable Posterior Sampling Method using Score-Based Denoisers	Yu Sun (Caltech), Zihui Wu (Caltech), Yifan Chen (Caltech), Katherine L. Bouman (Caltech)
63	Fast-Gated 16 × 16 SPAD Array for Non-Line-Of-Sight Imaging	Talha Sultan (UW-Madison), Eric Brandt (UW-Madison), Khadijeh Masumnia-Bisheh (UW-Madison), Simone Riccardo (POLIMI), Alberto Tosi (POLIMI), Andreas Velten (UW-Madison)
67	Shadow Dance: An Interactive Installation Using Shadows as Imaging Device	Yunzi Shi (Dartmouth)
56	OFDVDnet: A Sensor Fusion Approach for Video Denoising in Fluorescence-Guided Surgery	Trevor Seets (UW-Madison), Wei Lin (UW-Madison), Yizhou Lu (UW-Madison), Christie Lin (OnLume Surgical), Adam Uselmann (OnLume Surgical), Andreas Velten (UW-Madison)
32	3D Imaging Techniques using Multi-Camera Array Microscope	Clare Cook (Duke), Kevin C. Zhou (Berkeley), Roarke Horstmeyer (Duke)
P1	Using Zodiacal Light For Spaceborne Calibration Of Polarimetric Imagers	Or Avitan (Technion); Schechner Yoav (Technion); Ehud Behar (Technion)
P2	Aberration-Aware Depth-from-Focus	Xinge Yang (KAUST); Qiang Fu (KAUST); Mohamed Elhoseiny (KAUST); Wolfgang Heidrich (KAUST)
P3	Learning to Synthesize Photorealistic Dual-pixel Images from RGBD frames	Feiran Li (Osaka University); Heng Guo (Osaka University); Hiroaki Santo (Osaka University); Fumio Okura (Osaka University); Yasuyuki Matsushita (Osaka University)
P4	Parallax-Driven Denoising of Passively-Scattered Thermal Imagery	Connor Hashemi (University of Minnesota); Takahiro Sasaki (University of Minnesota); James R. Leger (University of Minnesota)
P5	Near-light Photometric Stereo with Symmetric Lights	Lilika Makabe (Osaka University); Heng Guo (Osaka University); Hiroaki Santo (Osaka University); Fumio Okura (Osaka University); Yasuyuki Matsushita (Osaka University).
P6	Moiré Vision: A Signal Processing Technology Beyond Pixels Using the Moiré Coordinate	Kensei Jo (The University of Tokyo); Masahiko Inami (The University of Tokyo).

DAY 2

Paper ID#	Title	Authors
33	Leveraging noise statistics in event cameras for imaging static scenes (and demo)	Dekel Galor (Berkeley), Ruiming Cao (Berkeley), Laura Waller (Berkeley), Jacob Yates (Berkeley)
34	Measurement of Snowpack Density, Grain Size, and Black Carbon Concentration Using Time-domain Diffuse Optics	Connor Henley (MIT), Joseph Hollmann (Draper Laboratory), Colin Meyer (Dartmouth), Ramesh Raskar (MIT)
35	Combining visible and thermal passive NLoS imaging	Rafael Avelar (UMN), Connor Hashemi (UMN), James Leger (UMN)
36	CASPI: Collaborative Photon Processing for Active Single-Photon Imaging	Jongho Lee (UW-Madison), Atul Ingle (UW-Madison), Jenu V. Chacko (UW-Madison), Kevin W. Eliceiri (UW-Madison) and Mohit Gupta (UW-Madison)
38	Learned uncertainty in 3D volumetric recovery	Roi Ronen (Technion), Yoav Y. Schechner (Technion), Ilan Koren (Weizmann), Aviad Levis (Caltech), Eshkol Eytan (NOAA), and Vadim Holodovsky (Technion)
39	CoIR: Compressive Implicit Radar	Sean M. Farrell (Rice), Vivek Boominathan (Rice), Nathaniel Raymondi (Rice), Ashutosh Sabharwal (Rice), Ashok Veeraraghavan (Rice)
40	Tomography of Turbulence Strength Based on Scintillation Imaging	Nir Shaul (Technion) and Yoav Y. Schechner (Technion)
41	Towards A Most Proble Object in Optical Imaging	Nadav Torem (Technion), Roi Ronen (Technion), Yoav Schechner (Technion), Michael Elad (Technion)
42	Single-View Refractive Tomography with Neural Fields	Brandon Zhao (Caltech), Aviad Levis (Caltech), Liam Connor (Caltech), Pratul Srinivasan (Google), Katie Bouman (Caltech)
29	Split-Lohmann Multifocal Displays	Yingsi Qin (CMU), Wei-Yu Chen (CMU), Matthew O’Toole (CMU), and Aswin C. Sankaranarayanan (CMU)
44	Looking Around Flatland: A Physically-Based Simulation System for Real-Time NLOS Imaging	María Peña (UNIZAR), Diego Gutierrez (UNIZAR), Julio Marco (UNIZAR)
45	MoiréTag: Angular Measurement and Tracking with a Passive Marker (and demo)	Simeng Qiu (KAUST), Hadi Amata (KAUST), Wolfgang Heidrich (KAUST)
46	Reconstructing the World in the Eyes of Another	Hadi Alzayer (UMCP), Kevin Zhang (UMCP), Brandon Feng (UMCP), Christopher Metzler (UMCP), Jia-Bin Huang (UMCP)
47	Efficient Monte Carlo simulation of spatio-temporal speckles and their correlations	Chen Bar (Technion), Ioannis Gkioulekas (CMU), Anat Levin (Technion)
48	Scattering vs. Gathering for Spatially Varying Convolution	Nick Chimitt (Purdue), Xingguang Zhang (Purdue), Yiheng Chi (Purdue), Stanley H. Chan (Purdue)
58	Neural Volume Super-Resolution	Yuval Bahat (Princeton), Yuxuan Zhang (Princeton), Hendrik Sommerhoff (Princeton), Andreas Kolb (Princeton), Felix Heide (Princeton)
59	Mitigating Misattributions in Row-Column Coupled Single Photon Detector Arrays	Shashwath Bharadwaj (BU), Ruangrawee Kitichotkul (BU), Akshay Agarwal (BU), Vivek Goyal (BU)
60	Selective Sensing	Yizhou Lu (UW-Madison), Trevor Seets (UW-Madison), Felipe Gutierrez (UW-Madison), Ehsan Ahmadi (UW-Madison), Andreas Velten (UW-Madison)
61	Single Photon Imaging for Gamma Ray Detection	Alex Bocchieri (UW-Madison), Andreas Velten (UW-Madison)
62	Seamless Joiners: Enhancing Photographic Representation of 3D Space	Yi Hua (Epic Games)
64	Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing	Akshay Paruchuri (UNC-Chapel Hill), Xin Liu (UW), Yulu Pan (UNC-Chapel Hill), Shwetak Patel (UW), Daniel McDuff (UW), Soumyadip Sengupta (UNC-Chapel Hill)
65	Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar	Albert Reed (ASU), Juhyeon Kim (Dartmouth), Thomas Blanford (PSU), Adithya Pediredla (Dartmouth), Daniel C. Brown (PSU), Suren Jayasuriya (ASU)
66	Robust and Efficient PAT Reconstruction Algorithms for Full-View and Limited-View	Mary John (UAE), Imad Barhumi (UAE)
2	Swept-Angle Synthetic Wavelength Interferometry	Alankar Kotwal (UT Medical), Anat Levin (Technion), Ioannis Gkioulekas (CMU)
4	Megahertz Light Steering without Moving Parts	Adithya Pediredla (Dartmouth), Srinivasa G. Narasimhan (CMU), Maysamreza Chamanzar (CMU), Ioannis Gkioulekas (CMU)
5	Detection and mapping of specular surfaces using multibounce LiDAR returns	Connor Henley (MIT), Siddharth Somasundaram (MIT), Joseph Hollmann (Draper Laboratory), Ramesh Raskar (MIT)
68	Thermal Spread Functions (TSF): Physics-guided Material Classification	Aniket Dashpute (Rice), Vishwanath Saragadam (Rice), Emma Alexander (Northwestern), Florian Willomitzer (UA), Aggelos Katsaggelos (Northwestern), Ashok Veeraraghavan (Rice), Oliver Cossairt (Northwestern)
23	Role of Transients in Two-Bounce Non-Line-of-Sight Imaging	Siddharth Somasundaram (MIT), Akshat Dave (Rice), Connor Henley (MIT), Ashok Veeraraghavan (Rice), Ramesh Raskar (MIT)
27	Virtual Mirrors: Non-Line-of-Sight Imaging Beyond the Third Bounce	Diego Royo (UNIZAR), Talha Sultan (UW-Madison), Adolfo Muñoz (UNIZAR), Khadijeh Masumnia-Bisheh (UW-Madison), Eric Brandt (UW-Madison), Diego Gutierrez (UNIZAR), Andreas Velten (UW-Madison), Julio Marco (UNIZAR)
3	Passive Micron-scale Time-of-Flight with Sunlight Interferometry	Alankar Kotwal (UT Medical), Anat Levin (Technion), Ioannis Gkioulekas (CMU)
30	Non-invasive and noise-robust light focusing using confocal wavefront shaping	Dror Aizik (Technion), Anat Levin (Technion)
9	SoDaCam: Software-defined Cameras via Single-Photon Imaging	Varun Sundar (UW-Madison), Andrei Ardelean (EPFL), Tristan Swedish (Ubicept), Claudio Bruschini (EPFL), Edoardo Charbon (EPFL), Mohit Gupta (UW-Madison)
19	FoveaCam++	Brevin Tilmon (UF), Sanjeev Koppal (UF)
69	Computational 3D Imaging with Position Sensors	Jeremy Klotz (Columbia), Mohit Gupta (UW-Madison), Aswin C Sankaranarayanan (CMU)
P7	Programmable Spectral Filter Arrays using Phase Spatial Light Modulators	Vishwanath Saragadam (Rice University); Vijay Rengarajan (Meta); Ryuichi Tadano (Sony); Tuo Zhuong (Sony); Hideki Oyaizu (Sony); Jun Murayama (Sony); Aswin Sankaranarayanan (Carnegie Mellon University)
P8	Scattering-aware Holographic PIV with Physics-based Motion Priors	Miao Qi (KAUST); Wolfgang Heidrich (KAUST)
P9	Spectral Sensitivity Estimation Without a Camera	Grigory Solomatov (University of Haifa & IUI Eilat); Derya Akkaynak (University of Haifa & IUI Eilat)
P10	Isolating Signals in Passive Non-Line-of-Sight Imaging using Spectral Content	Connor Hashemi (University of Minnesota); Rafael Avelar (University of Minnesota); James R. Leger (University of Minnesota)
P11	A Compact BRDF Scanner with Multi-conjugate Optics	Kensuke Uchida (Osaka University); Hajime Nagahara (Osaka University); Yasuyuki Matsushita (Osaka University)
P12	Fast Non-line-of-sight Imaging with Non-planar Relay Surfaces	Chaoying Gu (UC Berkeley); Talha Sultan (University of Wisconsin-Madison); Khadijeh Masumnia-bisheh (University of Wisconsin-Madison); Laura Waller (UC Berkeley); Andreas Velten (University of Wisconsin-Madison)
P13	Measured Albedo in the Wild: Filling the Gap in Intrinsics Evaluation	Jiaye Wu (University of Maryland); Sanjoy Chowdhury (University of Maryland); Hariharmano Shanmugaraja (University of Maryland); David Jacobs (University of Maryland); Soumyadip Sengupta (University of North Carolina at Chapel Hill)

To report any corrections to the authors’ affiliation, please get in touch with the website chair at marksheinin@gmail.com.