6th international conference on 3D VisioNSeptember 5-7, 2018 Auditorium Palazzo della Gran Guardia, VeronaSeptember 8, 2018 Dipartimento di Informatica, Università di Verona

12/07/18, 11)24Google Maps

Pagina 1 di 1https://www.google.com/maps/@45.4383034,10.9924494,17.65z?hl=it-IT

Dati cartogra*ci ©2018 Google 200 pd

3DV 2018

WiFi: - SSID: 3DV2018 - password: verona3d

Entrance from Piazza Brà

Basement

Ground floor

Auditorium (orals)

Coffee break and PostersDemos and Exhibition

Registration

Welcome to «fair Verona, where we lay our scene» and to 3DV 2018, the sixth edition of the International Conference on 3D Vision.

Since 2011, when 3DIM and 3DPVT joined forces to create a new yearly conference dedi-cated to 3D research (originally known as 3DIM-PVT for the first two editions), 3DV has estab-lished itself as a premier conference for dissemi-nating results covering a broad variety of topics in 3D research in computer vision and graphics, including acquisition, modelling, analysis, render-ing and interaction.

We have received 168 valid submissions, which is in line with the previous editions. After a careful selection process coordinated by the Program Chairs, 82 papers were accepted for publication and presentation in the main program. Continu-ing a recently established tradition within our community we will have oral or spotlight presen-tations and all papers will also be presented as posters.

As customary, in addition to the main conference sessions, this year’s program features some co-located events including 6 tutorials, industrial exhibitions, demos, and exciting social activities in a unique historical setting. The social program includes a welcome reception and a banquet at the conference venue, the Gran Guardia Palace, facing the famous Arena, in the heart of Verona.

I wish to thank all members of the organisation committee, for their relentless efforts to make the conference a success. Special thanks go to Andrea Giachetti for his invaluable help in deal-ing with all practical aspects of the conference organisation and to Ronny Hänsch for oversee-ing the CMT site and the publication process. I am also grateful to the program committee mem-bers for their fundamental work in reviewing and selecting papers, and Area Chairs, reviewers and authors for making this event possible. The con-ference would not be possible in its current form without the generosity of our corporate partners, and their support is deeply appreciated. Let me also express gratitude to my friend Guido Corte-lazzo, the Honorary Chair of 3DV 2018, who started the 3DPVT series in 2002, and has re-cently retired.

To close, I wish all the attendees a highly stimu-lating, informative and enjoyable conference.

Andrea Fusiello, Università di Udine 3DV 2018 General Chair

Message from the General Chair 3DV 2018

We would like to welcome you to Verona, Italy for the 2018 edition of the International Conference on 3D Vision (3DV 2018). 3D Computer Vision keeps growing with a dramatic pace thanks to exciting recent developments, such as the ad-vent of 3D sensors, rapid advances in deep learning, and large scale 2D image or 3D geome-try database open to the public. Exciting new applications in robotics, autonomous systems, man/machine interaction, virtual and augmented reality, or 3D video and displays, are adding further momentum to our field. Many of the ap-plications in these fields require the solution to 3D Computer Vision problems at the core.

The International Conference on 3D Vision has developed into a premiere venue to showcase state-of-the-art work in 3D computer vision and related disciplines. Many fundamental challenges are still unresolved and we are pleased that this edition of 3DV proposes new approaches and solutions to these problems. 3DV 2018 received 168 valid submissions. The program chairs did not submit any paper to 3DV 2018 to avoid direct conflicts throughout the review process. The general chair was allowed to submit papers but did not have any access to the CMT system beyond that of an author.

The program chairs invited 24 Area Chairs (ACs) who handled about seven papers each. ACs were selected to provide a broad range of exper-tise, to balance junior and senior members, and to represent a variety of geographical locations. Based on the suggestions from ACs, the program chairs assigned papers to 200 reviewers. To improve the quality of each review, the program chairs and ACs worked hard to balance the load and limited the number of papers assigned to each reviewer up to four. After each paper was reviewed by three reviewers, ACs carefully read the reviews and made a final recommendation in close coordination with the PCs.

In the end, 24 papers were accepted for an oral presentation, and 58 papers were accepted for a poster presentation. By following a recent trend in the other computer vision conferences, we have continued the tradition of spotlight presen-tations introduced at 3DV 2017 by allocating four minutes for a better dissemination of ideas to the community. In the three-day program, we are also happy to have three invited speakers from academia and industry who will tell us about their work and share their vision of the future of the field.

Message from the Program Committee 3DV 2018

We would like to thank all the reviewers, the area chairs, the organising committee members, the invited speakers, and, most importantly, the authors who have submitted papers to our con-ference. We would also like to show our deepest gratitude to all of the emergency reviewers who kindly responded to our last-minute request and provided thorough reviews for papers with miss-ing reviews. Finally, we would like to thank all our sponsors and express our gratitude to the CMT team for their support.

Umberto Castellani, Università di Verona Tomas Pajdla, Czech Tech. Univ. in Prague Yoichi Sato, University of Tokyo Alla Sheffer, University of British Columbia 3DV 2018 Program Chairs

Proceedings can be downloaded from:

http://conferences.computer.org/3dv/2018 username: 3dv18 password: conf18//

Please refrain from downloading the proceedings when connected to the conference WiFi: they are available on the USB key provided.

Message from the Program Committee 3DV 2018

Ref. dimostrazione PR3074954

Cliente Università degli Studi di Verona

Nome del logo Università

Nome Twister - Reflex Blue C

Data di creazione 24 agosto 2018

Prova Virtuale

SERIGRAFIA

� 101C

Referenze Pantone ®

�

�

�

�

�

�

Controlla le caratteristiche

della tua dimostrazione

virtuale

Ortografia, indirizzo web ecc.

Orientamento del logo/testo

Misura e posizione del logo/testo

Colori Pantone® (se presenti)

Anomalie nell'aspetto del logo

Verifica le linee guida del marchio

� Se confermata, la sua dimostrazione virtuale rappresenterà le basi per il nostro ordine interno. Controlli attentamente e ci informi di ogni

modifica richiesta. Questa anteprima grafica è completamente gratuita - richieda qualunque tipo di dimostrazione su ognuno dei nostri

prodotti.

Proceedings 3DV 2018

General Chair Andrea Fusiello Program Chairs Umberto Castellani Tomas Pajdla Yoichi Sato Alla Sheffer Honorary Chair Guido Cortelazzo Finance and Local Chair Andrea Giachetti Publication Chair Ronny Hänsch

Tutorial Chair Alessio Del Bue Demo and Spotlight Chair Luigi Di Stefano Industrial Liaison Chair Andrea Torsello Publicity Chair Carlo Colombo Student Volunteers Chairs Simone Melzi Riccardo Marin Website Chair Roberto Toldo

Organizing Committee

Area Chairs

Lourdes Agapito Adrien Bartoli Margarita Chli Massimiliano Corsini Jan-Michael Frahm Yasutaka Furukawa Enrico Gobbetti Michael Goesele

Hui Huang Zuzana Kukelova Jean-Francois Lalonde Hongdong Li Yangyan Li Yasuyuki Matsushita Emanuele Rodolà Torsten Sattler

Mozhdeh Shahbazi Alberto Signoroni Sudipta Sinha Akihiro Sugimoto Federico Tombari Xin Tong Akihiko Torii Pietro Zanuttigh

Organizing Committee 3DV 2018

3DV 2018

Ttutorials on Saturday will be held at the University of Verona, Strada Le Grazie 15, 37135 Verona.

Program at a glance 3DV 2018

Opening Wed. 5/9 9:30 - 10:00

Keynote Session 1 Wed. 5/9 10:00 - 10:45. Session Chair: Tomas Pajdla

• Motion Averaging in 3D VisionVenu Madhav Govindu

Oral Session 1.A Wed. 5/9 11:15 - 12:00. Session Chair: Guy Godin

• Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov; Benjamin Planche; Ziyan Wu; Andreas Hutter; Harald Kosch; Slobodan Ilic • Surface Light Field Fusion

Jeong Joon Park; Richard Newcombe; Steve Seitz • Joint Material and Illumination Estimation

from Photo Sets in the Wild Tuanfeng Wang; Tobias Ritschel; Niloy Mitra

Spotlight Session 1 Wed. 5/9 12:00 - 13:15. Session Chair: Massimiliano Corsini

• Fusion++: Volumetric Object-Level SLAMJohn McCormac; Ronald Clark; Michael Bloesch; Andrew Davison; Stefan Leutenegger

• Patch-based Non-rigid 3D Reconstruction from a Single Depth Stream Carmel Kozlov; Miroslava Slavcheva; Slobo-dan Ilic • Sparse and Dense Data with CNNs: Depth

Completion and Semantic SegmentationMaximilian Jaritz; Raoul de Charette; Emilie Wirbel; Xavier Perrotton; Fawzi Nashashibi • Multi-scale CNN stereo and pattern removal

technique for underwater active stereo systemKazuto Ichimaru; Ryo Furukawa; Hiroshi Kawasaki • A Multi-Resolution Approach for Color

Correction of Textured MeshesMohammad Rouhani; Matthieu Fradet; Caro-line Baillard • Progressive Large-Scale Structure-from-

Motion with Orthogonal MSTs Hainan Cui; Shuhan Shen; Wei Gao; Zhiheng Wang • Multi-Scale Direct Sparse Visual Odometry

for Large-Scale Natural EnvironmentXiaolong Wu; Cedric Pradalier • Detailed Human Avatars from Monocular

VideoThiemo Alldieck; Marcus Magnor; Weipeng Xu; Christian Theobalt; Gerard Pons-Moll • DeepHPS: End-to-end Estimation of 3D

Hand Pose and Shape by Learning from Synthetic DepthJameel Malik; Ahmed Elhayek; Fabrizio Nun-nari; Kiran Varanasi; Kiarash Tamaddon; Alex-is Heloir; Didier Stricker

Wednesday, September 5 3DV 2018

• Single-Shot Multi-Person 3D Pose Estima-tion From Monocular RGBDushyant Mehta; Oleksandr Sotnychenko; Franziska Mueller; Weipeng Xu; Srinath Srid-har; Gerard Pons-Moll; Christian Theobalt • Learning to Align Images using Weak

Geometric SupervisionJing Dong; Byron Boots; Frank Dellaert; Ran-veer Chandra; Sudipta Sinha • Structure-Aware Shape Synthesis

Elena Balashova; Vivek Singh; Jiangping Wang; Brian Teixeira; Terrence Chen; Thomas Funkhouser • Learning Material-Aware Local Descriptors

for 3D ShapesHubert Lin; Melinos Averkiou; Evangelos Kalogerakis; Balazs Kovacs; Siddhant Ranade; Vladimir Kim; Siddhartha Chaudhuri; Kavita Bala • Joint Representation of Primitive and Non-

Primitive Objects for 3D Vision Christiane Sommer; Daniel Cremers • Joint Alignment of Multiple Generalized

Point Sets With Anisotropic Positional Uncertainty Based on Expectation Maxi-mizationZhe Min; Max Q.-H. Meng • Iterative Global Similarity Points : A robust

coarse-to-fine integration solution for pair-wise 3D point cloud registrationYue Pan; Bisheng Yang; Fuxun Liang; Zhen Dong • SegmentedFusion: 3D human body recon-

struction using stitched bounding boxes

Shih Hsuan Yao; Diego Thomas; Akihiro Sug-imoto; Shang-Hong Lai; Rin-Ichiro Taniguchi • Learning to Estimate Indoor Lighting from

3D ObjectsHenrique Weber; Donald Prévost; Jean-Fran-cois Lalonde

Poster Session 1 Wed. 5/9 14:45 - 16:30. All the papers presented on 5/9

Oral Session 1.P Wed. 5/9 16:30 - 17:45. Session Chair: Frank Dellaert

• Camera Orientation Estimation in Natural Scenes Using Semantic CuesJan Brejcha; Martin Čadík • Four- and Seven-Point Relative Camera

Pose from Oriented FeaturesSteven Mills • Plane-Based Optimization of Geometry and

Texture for RGB-D Reconstruction of In-door ScenesChao Wang; Xiaohu Guo • RecResNet: A Recurrent Residual CNN

Architecture for Disparity Map Enhance-mentKonstantinos Batsos; Philippos Mordohai • MVDepthNet: Real-time Multiview Depth

Estimation Neural Network Kaixuan Wang; Shaojie Shen

Wednesday, September 5 3DV 2018

Keynote Session 2 Thu. 6/9 9:00 - 9:45. Session Chair: Andrea Torsello

• Hololens (tentative title)Marc Pollefeys

Oral Session 2.A Thu. 6/9 10:15 - 11:00. Session Chair: Akihiro Sugimoto

• Cross-Domain Image-Based 3D Shape Retrieval by View Sequence LearningTang Lee; Yen-Liang Lin; HungYueh Chiang; Ming-Wei Chiu; Winston Hsu; Polly Huang • SeeThrough: Finding Objects in Heavily

Occluded Indoor Scene ImagesNiloy Mitra; Vladimir Kim; Ersin Yumer; Moos Hueting; Nathan Carr; Pradyumna Reddy • Robust Fitting of Subdivision Surfaces for

Smooth Shape AnalysisVirginia Estellers; Frank R Schmidt; Daniel Cremers

Spotlight Session 2 Thu. 6/9 11:00 - 12:20. Session Chair: Philippos Mordohai

• Calibrating Focused Light-Field Cameras Using Plenoptic Disc FeaturesSean G.P. O'Brien; Jochen Trumpf; Viorela Ila; Robert Mahony • Unsupervised Depth Estimation from Light

Field Using a Convolutional Neural Net-work

Jiayong Peng; Zhiwei Xiong; Dong Liu; Xuejin Chen • Detail Preserving Depth Estimation from a

Single Image using Attention Guided Net-works Zhixiang Hao; Yu Li; Shaodi You; Feng Lu • Structured Adversarial Training for Unsu-

pervised Monocular Depth EstimationIshit Mehta; Parikshit V Sakurikar; P. J. Narayanan • Learning monocular depth estimation with

unsupervised trinocular assumptionsMatteo Poggi; Fabio Tosi; Stefano Mattoccia • Human-Centric Scene Understanding from

Single View 360 VideoSam Fowler; Hansung Kim; Adrian Hilton • Constant Velocity 3D Convolution

Yusuke Sekikawa; Kohta Ishikawa; Kosuke Hara; Yuuichi Yoshida; Koichiro Suzuki; Ikuro Sato; Hideo Saito • FEATS: Synthetic Feature Tracks for Struc-

ture from Motion Evaluation Joseph DeGol; Jae Yong Lee; Rajbir Kataria; Daniel Yuan; Timothy Bretl; Derek Hoiem • An Image-based Approach for 3D Recon-

struction of Urban Scenes Using Architec-tural Symmetries Natesh Srinivasan; Frank Dellaert • Spatiotemporal Modeling for Efficient Reg-

istration of Dynamic 3D Faces Victoria Fernandez Abrevaya; Stefanie Wuhrer; Edmond Boyer • Survey of Higher Order Rigid Body Motion

Interpolation Methods for Keyframe Anima-tion and Continuous-Time Trajectory Esti-

Thursday, September 6 3DV 2018

mationAdrian E Haarbach;Tolga Birdal; Slobodan Ilic • Semantic Classification of 3D Point Clouds

with Multiscale Spherical NeighborhoodsHugues Thomas; François Goulette; Jean-Emmanuel Deschaud; Beatriz Marcotegui • Efficient Convolutions for Real-Time Se-

mantic Segmentation of 3D Point CloudsChris Zhang; Wenjie Luo; Raquel Urtasun • Logistic Regression of Point Matches for

Accurate Transformation EstimationYonghuai Liu; Yitian Zhao; Yanquan Zhou; Yongjun Wang; Wei Huang; Jiwan Han; Wan-neng Yang; Yiguang Liu Liu • Analyzing body fat from depth images

Marco Carletti; Marco Cristani; Valentina Cavedon; Chiara Milanese; Carlo Zancanaro; Andrea Giachetti • Adversarial Semantic Scene Completion

from a Single Depth Image Yida Wang; David Joseph New Tan; Nassir Navab; Federico Tombari • 3DTNet: Learning Local Features using 2D

and 3D CuesXiaoxia Xing; Yinghao Cai; Tao Lu; Shaojun Cai; Yiping Yang; Dayong Wen • Structured Low-Rank Matrix Factorization

for Point-Cloud Denoising Kripasindhu Sarkar; Florian Bernard; Kiran Varanasi; Christian Theobalt; Didier Stricker • Generative Adversarial Frontal View to Bird

View SynthesisXinge Zhu; Zhichao Yin; Jianping Shi; Hong-sheng Li; Dahua Lin

• Multi-View Inpainting for RGB-D Sequence Feiran Li; Gustavo Alfonso Garcia Ricardez; Jun Takamatsu; Tsukasa Ogasawara

Poster Session 1 Thu. 6/9 14:00 - 16:00. All the papers presented on 6/9

Oral Session 2.P Thu. 6/9 16:00 - 17:15. Session Chair: Adrian Hilton

• Rethinking Pose in 3D: Multi-stage Refine-ment and Recovery for Markerless Motion Capture Denis Tome; Matteo Toso; Lourdes Agapito; Chris Russell • Neural Body Fitting: Unifying Deep Learn-

ing and Model Based Human Pose and Shape EstimationMohamed Omran; Christoph Lassner; Gerard Pons-Moll; Peter Gehler; Bernt Schiele • 3DBodyTex: Textured 3D Body Dataset

Alexandre Saint; Eman Ahmed; Abd El Rah-man Shabayek; Kseniya Cherenkova; Gleb Gusev; Djamila Aouada; Bjorn Ottersten • 3D Head Pose Estimation Using Tensor

Decomposition and Non-linear Manifold ModelingDmytro Derkach; Adria Ruiz; Federico Sukno • Hybrid Skeleton Driven Surface Registra-

tion for Temporally Consistent Volumetric VideoJoao Regateiro; Marco Volino; Adrian Hilton

Thursday, September 6 3DV 2018

Keynote Session 3 Fri. 7/9 9:00 - 9:45. Session Chair: Umberto Castellani

• Geometric deep learningMichael Bronstein

Oral Session 3.A Fri. 7/9 10:15 - 11:00. Session Chair: Sudipta Sinha

• Fine-Level Semantic Labeling of Large-Scale 3D Model by Active LearningYang Zhou; Shuhan Shen; Zhanyi Hu • UnrealStereo: Controlling Hazardous Fac-

tors to Analyze Stereo VisionYi Zhang; Weichao Qiu; Qi Chen; Xiaolin Hu; Alan Yuille • Learning a Hierarchical Latent Variable

Model of 3D ShapesShikun Liu; Lee Giles; Alexander Ororbia;

Spotlight Session 3 Fri. 7/9 11:00 - 12:20. Session Chair: Jean-Sebastien Franco

• The Double Sphere Camera ModelVladyslav Usenko; Nikolaus Demmel; Daniel Cremers • DSR: Direct Self-rectification for Uncali-

brated Dual-Lens CamerasRuichao Xiao; Wenxiu Sun; Jiahao Pang; Qiong Yan; Jimmy Ren • Monocular Depth Estimation via Deep

Structured Models with Ordinal Constraints

Daniel Ron; Kun Duan; Chongyang Ma; Ning Xu; Shenlong Wang; Sumant Hanumante; Dhritiman Sagar • ESPReSSo: Efficient Slanted PatchMatch

for Real-time Spacetime StereoHarris Nover; Supreeth Achar; Dan B Goldman • Unsupervised Adversarial Depth Estima-

tion using Cycled Generative NetworksAndrea Pilzer; Dan Xu; Mihai O Puscas; Elisa Ricci; Nicu Sebe • TwinFusion: High Framerate Non-Rigid

Fusion through Fast Correspondence TrackingKaiwen Guo; Jonathan Taylor; Sean Fanello; Andrea Tagliasacchi; Mingso`ng Dou; Philip Davidson; Adarsh Kowdle; Shahram Izadi • Learning to Reconstruct Texture-less De-

formable SurfacesJan Bednarik; Pascal Fua; Mathieu Salzmann • Multi-Planar Monocular Reconstruction of

Manhattan Indoor ScenesSeongdo Kim; Roberto Manduchi; Siyang Qin • Novel Single View Constraints for Manhat-

tan 3D Line ReconstructionSiddhant Ranade; Srikumar Ramalingam • Learning to Generate Facial Depth Maps

Stefano Pini; Filippo Grazioli; Guido Borghi; Roberto Vezzani; Rita Cucchiara • Accurate Sparse Feature Regression For-

est Learning for Real-Time Camera Relocal-izationNam-Duong Duong; Amine Kacete; Catherine Soladie); Pierre-Yves Richard; Jérome Royan

Friday, September 7 3DV 2018

• ACE: An Efficient Asynchronous Corner Tracker for Event CamerasIgnacio Alzugaray; Margarita Chli • A Data-driven Prior on Facet Orientation for

Semantic Mesh LabelingAndrea Romanoni; Matteo Matteucci • Parsing Geometry using Structure-Aware

Shape TemplatesVignesh Ganapathi-Subramanian; Olga Dia-manti; Soeren Pirk; Chengcheng Tang; Matthias Niessner; Leonidas Guibas • A 3D Coarse-to-Fine Framework for Volu-

metric Medical Image SegmentationZhuotun Zhu; Yingda Xia; Wei Shen; Elliot K Fishman; Alan Yuille • Deep Learning Parametrization for B-Spline

Curve ApproximationPascal Laube; Matthias O. Franz; Georg Um-lauf • Reconstruction of interior walls from point

cloud data with min-hashed J-linkageLuca Magri; Andrea Fusiello • Self Functional Maps

Oshri Halimi; Ron Kimmel • Residual MeshNet: Learning to Deform

Meshes for Single-View 3D ReconstructionJunyi Pan; Jun Li; Xiaoguang Han; Kui Jia

Poster Session 3Fri. 7/9 14:00 - 16:00.All the papers presented on 7/9 Oral Session 3.PFri. 7/9 16:00 - 17:15. Session Chair: Olaf Hellwich

• PCN: Point Completion Network Wentao Yuan; Tejas Khot; David Held; Christoph Mertz; Martial Hebert • Weakly supervised learning of indoor

geometry by dual warpingPulak Purkait; Ujwal Bonde; Christopher Zach • EOE: Expected Overlap Estimation over

Unstructured Point Cloud Data Benjamin Eckart; Kihwan Kim; Kautz Jan • NRGA: Gravitational Approach for Non-

Rigid Point Set Registration Sk Aziz Ali; Vladislav Golyanik; Didier Stricker • DUGMA: Dynamic Uncertainty-Based

Gaussian Mixture AlignmentCan Pu; Nanbo Li; Radim Tylecek; Bob Fisher

Awards and closing Fri. 7/9 17:15 - 17:45.

Friday, September 7 3DV 2018

Demo Session Wed 5/9 - Fri. 7/9. Session Chair: Riccardo Spezialetti

• Towards real-time monocular and unsuper-vised depth estimation on CPU Matteo Poggi; Filippo Aleotti; Fabio Tosi; Ste-fano Mattoccia

Tutorials full day Sat 9/8 9:00 -17:30

• Methods for photographic radiometry, modeling of light transport and material appearance. Jiri Filip, Jeppe Revall Frisvad, Theodore Tsesmelis, Andrea Giachetti, Søren Kimmer Schou Gregersen

• Learning-based depth estimation from stereo and monocular images: successes, limitations and future challenges. Matteo Poggi, Fabio Tosi, Konstantinos Bat-sos, Philippos Mordohai, Stefano Mattoccia

• Real-Time Monocular 4D Face Reconstruc-tion using the LSFM models Nikolai Dochev; Mohammad Rami Koujan; Anastasios Roussos • Online Sparse Scene Coordinates Learning

for Real-Time Camera Relocalization Nam-Duong Duong; Amine Kacete; Catherine Soladie; Pierre-Yves Richard; Jeome Royan

Tutorials am Sat 9/8 9:00 -12:30

• Mobile Graphics Marco Agus, Enrico Gobbetti, Fabio Marton, Giovanni Pintore, Pere-Pau Vázquez.

• Statistical 3D Face Reconstruction with 3D Morphable Models. Claiudio Ferrari, Stefano Berretti, Alberto Del Bimbo

Tutorials pm Sat 9/8 14:00 -17:30

• Functional Maps: A Flexible Representation for Learning and Computing Correspon-dence Luca Cosmo, Davide Boscaini, Emanuele Rodolà

Saturday, September 8 3DV 2018

September 5 - 7 3DV 2018

Hosts

Endorsers

Supported by