Sergio Orts-Escolano

105 papers A* 8A 2B 19Journal 58Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Text To 3D Object Generation For Scalable Room Assembly.
CoRR
Sonia Laguna, Alberto Garcia-Garcia, Marie-Julie Rakotosaona, Stylianos Moschoglou, Leonhard Helminger, Sergio Orts-Escolano
2024 J jnl
CHOSEN: Contrastive Hypothesis Selection for Multi-View Depth Refinement.
CoRR
Di Qiu, Yinda Zhang, Thabo Beeler, Vladimir Tankovich, Christian Häne, Sean Fanello, Christoph Rhemann, Sergio Orts-Escolano
2024 A* conf
Cafca: High-quality Novel View Synthesis of Expressive Faces from Casual Few-shot Captures.
SIGGRAPH Asia
Marcel C. Bühler, Gengyan Li, Erroll Wood, Leonhard Helminger, Xu Chen, Tanmay Shah, Daoye Wang, Stephan J. Garbin, Sergio Orts-Escolano, Otmar Hilliges, Dmitry Lagun, Jérémy Riviere, Paulo F. U. Gotardo, Thabo Beeler, Abhimitra Meka, Kripasindhu Sarkar
2024 J jnl
Cafca: High-quality Novel View Synthesis of Expressive Faces from Casual Few-shot Captures.
CoRR
Marcel C. Bühler, Gengyan Li, Erroll Wood, Leonhard Helminger, Xu Chen, Tanmay Shah, Daoye Wang, Stephan J. Garbin, Sergio Orts-Escolano, Otmar Hilliges, Dmitry Lagun, Jérémy Riviere, Paulo F. U. Gotardo, Thabo Beeler, Abhimitra Meka, Kripasindhu Sarkar
2024 — conf
Exploring Text-Driven Approaches for Online Action Detection.
IWINAC (2)
Manuel Benavent-Lledó, David Mulero-Pérez, David Ortiz-Perez, José García Rodríguez, Sergio Orts-Escolano
2024 — conf
MagicMirror: Fast and High-Quality Avatar Generation with a Constrained Search Space.
ECCV (66)
Armand Comas Massague, Di Qiu, Menglei Chai, Marcel C. Bühler, Amit Raj, Ruiqi Gao, Qiangeng Xu, Mark Matthews, Paulo F. U. Gotardo, Sergio Orts-Escolano, Thabo Beeler
2024 J jnl
MagicMirror: Fast and High-Quality Avatar Generation with a Constrained Search Space.
CoRR
Armand Comas Massague, Di Qiu, Menglei Chai, Marcel C. Bühler, Amit Raj, Ruiqi Gao, Qiangeng Xu, Mark Matthews, Paulo F. U. Gotardo, Octavia I. Camps, Sergio Orts-Escolano, Thabo Beeler
2023 A* conf
Controllable Light Diffusion for Portraits.
CVPR
David Futschik, Kelvin Ritland, James Vecore, Sean Fanello, Sergio Orts-Escolano, Brian Curless, Daniel Sýkora, Rohit Pandey
2023 J jnl
Controllable Light Diffusion for Portraits.
CoRR
David Futschik, Kelvin Ritland, James Vecore, Sean Fanello, Sergio Orts-Escolano, Brian Curless, Daniel Sýkora, Rohit Pandey
2023 A* conf
Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB Videos.
CVPR
Ziqian Bai, Feitong Tan, Zeng Huang, Kripasindhu Sarkar, Danhang Tang, Di Qiu, Abhimitra Meka, Ruofei Du, Mingsong Dou, Sergio Orts-Escolano, Rohit Pandey, Ping Tan, Thabo Beeler, Sean Fanello, Yinda Zhang
2023 J jnl
Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB Videos.
CoRR
Ziqian Bai, Feitong Tan, Zeng Huang, Kripasindhu Sarkar, Danhang Tang, Di Qiu, Abhimitra Meka, Ruofei Du, Mingsong Dou, Sergio Orts-Escolano, Rohit Pandey, Ping Tan, Thabo Beeler, Sean Fanello, Yinda Zhang
2023 A* conf
LitNeRF: Intrinsic Radiance Decomposition for High-Quality View Synthesis and Relighting of Faces.
SIGGRAPH Asia
Kripasindhu Sarkar, Marcel C. Bühler, Gengyan Li, Daoye Wang, Delio Vicini, Jérémy Riviere, Yinda Zhang, Sergio Orts-Escolano, Paulo F. U. Gotardo, Thabo Beeler, Abhimitra Meka
2023 A* conf
Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis.
ICCV
Marcel C. Bühler, Kripasindhu Sarkar, Tanmay Shah, Gengyan Li, Daoye Wang, Leonhard Helminger, Sergio Orts-Escolano, Dmitry Lagun, Otmar Hilliges, Thabo Beeler, Abhimitra Meka
2023 J jnl
Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis.
CoRR
Marcel C. Bühler, Kripasindhu Sarkar, Tanmay Shah, Gengyan Li, Daoye Wang, Leonhard Helminger, Sergio Orts-Escolano, Dmitry Lagun, Otmar Hilliges, Thabo Beeler, Abhimitra Meka
2023 A* conf
Rapsai: Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming.
CHI
Ruofei Du, Na Li, Jing Jin, Michelle Carney, Scott Miles, Maria Kleiner, Xiuxiu Yuan, Yinda Zhang, Anuva Kulkarni, Xingyu Liu, Ahmed Sabie, Sergio Orts-Escolano, Abhishek Kar, Ping Yu, Ram Iyengar, Adarsh Kowdle, Alex Olwal
2022 J jnl
3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation.
IEEE Access
Francisco Gomez-Donoso, Félix Escalona, Sergio Orts-Escolano, Alberto Garcia-Garcia, José García Rodríguez, Miguel Cazorla
2022 J jnl
A Review on Deep Learning Techniques for Video Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros
2022 B conf
Synthetic contact maps to predict grasp regions on objects.
IJCNN
Pablo Martinez-Gonzalez, David Mulero-Perez, Sergiu Oprea, Manuel Benavent-Lledó, Sergio Orts-Escolano, José García Rodríguez
2022 — conf
VoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting.
SIGGRAPH (Conference Paper Track)
Feitong Tan, Sean Fanello, Abhimitra Meka, Sergio Orts-Escolano, Danhang Tang, Rohit Pandey, Jonathan Taylor, Ping Tan, Yinda Zhang
2022 J jnl
VoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting.
CoRR
Feitong Tan, Sean Ryan Fanello, Abhimitra Meka, Sergio Orts-Escolano, Danhang Tang, Rohit Pandey, Jonathan Taylor, Ping Tan, Yinda Zhang
2021 — conf
Advances in neural rendering.
SIGGRAPH Courses
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Zexiang Xu, Tomas Simon, Matthias Nießner, Edgar Tretschk, Lingjie Liu, Ben Mildenhall, Pratul P. Srinivasan, Rohit Pandey, Sergio Orts-Escolano, Sean Ryan Fanello, Michelle Guo, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Daniel B. Goldman, Michael Zollhöfer
2021 B conf
Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds.
IJCNN
John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez
2021 B conf
H-GAN: the power of GANs in your Hands.
IJCNN
Sergiu Oprea, Giorgos Karvounas, Pablo Martinez-Gonzalez, Nikolaos Kyriazis, Sergio Orts-Escolano, Iason Oikonomidis, Alberto Garcia-Garcia, Aggeliki Tsoli, José García Rodríguez, Antonis A. Argyros
2021 J jnl
H-GAN: the power of GANs in your Hands.
CoRR
Sergiu Oprea, Giorgos Karvounas, Pablo Martinez-Gonzalez, Nikolaos Kyriazis, Sergio Orts-Escolano, Iason Oikonomidis, Alberto Garcia-Garcia, Aggeliki Tsoli, José García Rodríguez, Antonis A. Argyros
2021 — conf
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis.
3DV
Zuria Bauer, Zuoyue Li, Sergio Orts-Escolano, Miguel Cazorla, Marc Pollefeys, Martin R. Oswald
2021 J jnl
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis.
CoRR
Zuria Bauer, Zuoyue Li, Sergio Orts-Escolano, Miguel Cazorla, Marc Pollefeys, Martin R. Oswald
2021 J jnl
Total relighting: learning to relight portraits for background replacement.
ACM Trans. Graph.
Rohit Pandey, Sergio Orts-Escolano, Chloe LeGendre, Christian Häne, Sofien Bouaziz, Christoph Rhemann, Paul E. Debevec, Sean Ryan Fanello
2021 B conf
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments.
IJCNN
Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze
2021 J jnl
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments.
CoRR
Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze
2020 J jnl
A Review on Deep Learning Techniques for Video Prediction.
CoRR
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros
2020 J jnl
An sEMG-Controlled 3D Game for Rehabilitation Therapies: Real-Time Time Hand Gesture Recognition Using Deep Learning Techniques.
Sensors
Nadia Nasri, Sergio Orts-Escolano, Miguel Cazorla
2020 J jnl
COMBAHO: A deep learning system for integrating brain injury patients in society.
Pattern Recognit. Lett.
José García Rodríguez, Francisco Gomez-Donoso, Sergiu Oprea, Alberto Garcia-Garcia, Miguel Cazorla, Sergio Orts-Escolano, Zuria Bauer, John Alejandro Castro-Vargas, Félix Escalona, David Ivorra-Piqueres, Pablo Martinez-Gonzalez, Eugenio Aguirre, Miguel García-Silvente, Marcelo García-Pérez, José María Cañas, Francisco Martín Rico, Jonatan Gines, Francisco Rivas-Montero
2020 J jnl
Deep relightable textures: volumetric performance capture with neural rendering.
ACM Trans. Graph.
Abhimitra Meka, Rohit Pandey, Christian Häne, Sergio Orts-Escolano, Peter Barnum, Philip Davidson, Daniel Erickson, Yinda Zhang, Jonathan Taylor, Sofien Bouaziz, Chloe LeGendre, Wan-Chun Ma, Ryan S. Overbeck, Thabo Beeler, Paul E. Debevec, Shahram Izadi, Christian Theobalt, Christoph Rhemann, Sean Ryan Fanello
2020 — conf
Du
ECCV (1)
Yinda Zhang, Neal Wadhwa, Sergio Orts-Escolano, Christian Häne, Sean Ryan Fanello, Rahul Garg
2020 J jnl
Du
CoRR
Yinda Zhang, Neal Wadhwa, Sergio Orts-Escolano, Christian Häne, Sean Ryan Fanello, Rahul Garg
2020 J jnl
Enhancing perception for the visually impaired with deep learning techniques and low-cost wearable sensors.
Pattern Recognit. Lett.
Zuria Bauer, Alejandro Dominguez, Edmanuel Cruz, Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
2020 J jnl
Neural Light Transport for Relighting and View Synthesis.
CoRR
Xiuming Zhang, Sean Ryan Fanello, Yun-Ta Tsai, Tiancheng Sun, Tianfan Xue, Rohit Pandey, Sergio Orts-Escolano, Philip Davidson, Christoph Rhemann, Paul E. Debevec, Jonathan T. Barron, Ravi Ramamoorthi, William T. Freeman
2020 J jnl
The Rocketbox Library and the Utility of Freely Available Rigged Avatars.
Frontiers Virtual Real.
Mar González-Franco, Eyal Ofek, Ye Pan, Angus Antley, Anthony Steed, Bernhard Spanlang, Antonella Maselli, Domna Banakou, Nuria Pelechano, Sergio Orts-Escolano, Verónica Orvalho, Laura C. Trutoiu, Markus Wojcik, Maria V. Sanchez-Vives, Jeremy N. Bailenson, Mel Slater, Jaron Lanier
2020 J jnl
UnrealROX: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation.
Virtual Real.
Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez
2019 J jnl
A Visually Plausible Grasping System for Object Manipulation and Interaction in Virtual Reality Environments.
CoRR
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez
2019 J jnl
A visually realistic grasping system for object manipulation and interaction in virtual reality environments.
Comput. Graph.
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez
2019 J jnl
Accurate and efficient 3D hand pose regression for robot hand teleoperation using a monocular RGB camera.
Expert Syst. Appl.
Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
2019 J jnl
An augmented reality application for improving shopping experience in large retail stores.
Virtual Real.
Edmanuel Cruz, Sergio Orts-Escolano, Francisco Gomez-Donoso, Carlos Rizo, José Carlos Rangel, Higinio Mora Mora, Miguel Cazorla
2019 J jnl
Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network.
Pattern Anal. Appl.
Anastassia Angelopoulou, José García Rodríguez, Sergio Orts-Escolano, Epaminondas Kapetanios, Xing Liang, Bencie Woll, Alexandra Psarrou
2019 J jnl
Inferring Static Hand Poses from a Low-Cost Non-Intrusive sEMG Sensor.
Sensors
Nadia Nasri, Sergio Orts-Escolano, Francisco Gomez-Donoso, Miguel Cazorla
2019 J jnl
Large-scale multiview 3D hand pose dataset.
Image Vis. Comput.
Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
2019 B conf
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.
IJCNN
Alberto Garcia-Garcia, Brayan S. Zapata-Impata, Sergio Orts-Escolano, Pablo Gil, José García Rodríguez
2019 J jnl
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.
CoRR
Alberto Garcia-Garcia, Brayan Stiven Zapata-Impata, Sergio Orts-Escolano, Pablo Gil, José García Rodríguez
2019 J jnl
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions.
CoRR
Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez
2019 J jnl
The relightables: volumetric performance capture of humans with realistic relighting.
ACM Trans. Graph.
Kaiwen Guo, Peter Lincoln, Philip Davidson, Jay Busch, Xueming Yu, Matt Whalen, Geoff Harvey, Sergio Orts-Escolano, Rohit Pandey, Jason Dourgarian, Danhang Tang, Anastasia Tkach, Adarsh Kowdle, Emily Cooper, Mingsong Dou, Sean Ryan Fanello, Graham Fyffe, Christoph Rhemann, Jonathan Taylor, Paul E. Debevec, Shahram Izadi
2019 — conf
Using Inferred Gestures from sEMG Signal to Teleoperate a Domestic Robot for the Disabled.
IWANN (2)
Nadia Nasri, Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
2018 B conf
A New Dataset and Performance Evaluation of a Region-based CNN for Urban Object Detection.
IJCNN
Alex Dominguez-Sanchez, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla
2018 J jnl
A long short-term memory based Schaeffer gesture recognition system.
Expert Syst. J. Knowl. Eng.
Sergiu Ovidiu-Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, Victor Villena-Martinez, John Alejandro Castro-Vargas
2018 J jnl
A survey on deep learning techniques for image and video semantic segmentation.
Appl. Soft Comput.
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Pablo Martinez-Gonzalez, José García Rodríguez
2018 J jnl
Bioinspired point cloud representation: 3D object tracking.
Neural Comput. Appl.
Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla, Vicente Morell, Jorge Azorín López, Marcelo Saval-Calvo, Alberto Garcia-Garcia, Victor Villena-Martinez
2018 J jnl
Fast 2D/3D object representation with growing neural gas.
Neural Comput. Appl.
Anastassia Angelopoulou, José García Rodríguez, Sergio Orts-Escolano, Gaurav Gupta, Alexandra Psarrou
2018 J jnl
Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors.
J. Real Time Image Process.
Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla
2018 A conf
The RobotriX: An Extremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions.
IROS
Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez
2018 J jnl
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data Generation.
CoRR
Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez
2017 J jnl
A Review on Deep Learning Techniques Applied to Semantic Segmentation.
CoRR
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, José García Rodríguez
2017 B conf
A recurrent neural network based Schaeffer gesture recognition system.
IJCNN
Sergiu Oprea, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla
2017 J jnl
A robotic platform for customized and interactive rehabilitation of persons with disabilities.
Pattern Recognit. Lett.
Francisco Gomez-Donoso, Sergio Orts-Escolano, Alberto Garcia-Garcia, José García Rodríguez, John Alejandro Castro-Vargas, Sergiu Ovidiu-Oprea, Miguel Cazorla
2017 J jnl
A study of the effect of noise and occlusion on the accuracy of convolutional neural networks applied to 3D object recognition.
Comput. Vis. Image Underst.
Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Sergiu Oprea, Francisco Gomez-Donoso, Miguel Cazorla
2017 — conf
Detecting and Manipulating Objects with a Social Robot: An Ambient Assisted Living Approach.
ROBOT (1)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Sergio Orts-Escolano, José García Rodríguez
2017 J jnl
Evaluation of sampling method effects in 3D non-rigid registration.
Neural Comput. Appl.
Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano, Alberto Garcia-Garcia
2017 J jnl
Interactive light source position estimation for augmented reality with an RGB-D camera.
Comput. Animat. Virtual Worlds
Bastiaan J. Boom, Sergio Orts-Escolano, Xi Ning, Steven McDonagh, Peter Sandilands, Robert B. Fisher
2017 J jnl
Large-scale Multiview 3D Hand Pose Dataset.
CoRR
Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
2017 B conf
LonchaNet: A sliced-based CNN architecture for real-time 3D object recognition.
IJCNN
Francisco Gomez-Donoso, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla
2017 J jnl
Multi-sensor 3D object dataset for object recognition with full pose estimation.
Neural Comput. Appl.
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, José García Rodríguez, Jorge Azorín López, Marcelo Saval-Calvo, Miguel Cazorla
2017 J jnl
Object recognition in noisy RGB-D data using GNG.
Pattern Anal. Appl.
José Carlos Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez
2017 J jnl
Pedestrian Movement Direction Recognition Using Convolutional Neural Networks.
IEEE Trans. Intell. Transp. Syst.
Alex Dominguez-Sanchez, Miguel Cazorla, Sergio Orts-Escolano
2017 — conf
Recognizing Pedestrian Direction Using Convolutional Neural Networks.
IWANN (2)
Alex Dominguez-Sanchez, Sergio Orts-Escolano, Miguel Cazorla
2017 — conf
Robust Hand Pose Regression Using Convolutional Neural Networks.
ROBOT (1)
Francisco Gomez-Donoso, Sergio Orts-Escolano, Miguel Cazorla
2016 J jnl
3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction.
Neural Process. Lett.
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Jose Antonio Serra-Perez, Alberto Garcia-Garcia
2016 J jnl
3DCOMET: 3D compression methods test dataset.
Robotics Auton. Syst.
Javier Navarrete, Vicente Morell, Miguel Cazorla, Diego Viejo, José García Rodríguez, Sergio Orts-Escolano
2016 — conf
A Closed-Form Bayesian Fusion Equation Using Occupancy Probabilities.
3DV
Charles T. Loop, Qin Cai, Sergio Orts-Escolano, Philip A. Chou
2016 J jnl
Fusion4D: real-time performance capture of challenging scenes.
ACM Trans. Graph.
Mingsong Dou, Sameh Khamis, Yury Degtyarev, Philip Davidson, Sean Ryan Fanello, Adarsh Kowdle, Sergio Orts-Escolano, Christoph Rhemann, David Kim, Jonathan Taylor, Pushmeet Kohli, Vladimir Tankovich, Shahram Izadi
2016 A* conf
Holoportation: Virtual 3D Teleportation in Real-time.
UIST
Sergio Orts-Escolano, Christoph Rhemann, Sean Ryan Fanello, Wayne Chang, Adarsh Kowdle, Yury Degtyarev, David Kim, Philip Davidson, Sameh Khamis, Mingsong Dou, Vladimir Tankovich, Charles T. Loop, Qin Cai, Philip A. Chou, Sarah Mennicken, Julien P. C. Valentin, Vivek Pradeep, Shenlong Wang, Sing Bing Kang, Pushmeet Kohli, Yuliya Lutchyn, Cem Keskin, Shahram Izadi
2016 A* conf
HyperDepth: Learning Depth from Structured Light without Matching.
CVPR
Sean Ryan Fanello, Christoph Rhemann, Vladimir Tankovich, Adarsh Kowdle, Sergio Orts-Escolano, David Kim, Shahram Izadi
2016 B conf
PointNet: A 3D Convolutional Neural Network for real-time object class recognition.
IJCNN
Alberto Garcia-Garcia, Francisco Gomez-Donoso, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla, Jorge Azorín López
2016 J jnl
Real time motion estimation using a neural architecture implemented on GPUs.
J. Real Time Image Process.
José García Rodríguez, Sergio Orts-Escolano, Anastassia Angelopoulou, Alexandra Psarrou, Jorge Azorín López, Juan Manuel García Chamizo
2015 J jnl
3D model reconstruction using neural gas accelerated on GPU.
Appl. Soft Comput.
Sergio Orts-Escolano, José García Rodríguez, Jose Antonio Serra-Perez, Antonio Jimeno-Morenilla, Alberto Garcia-Garcia, Vicente Morell, Miguel Cazorla
2015 J jnl
3D reconstruction of medical images from slices automatically landmarked with growing neural models.
Neurocomputing
Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Sergio Orts-Escolano, Jorge Azorín López, Kenneth Revett
2015 — conf
A Comparative Study of Downsampling Techniques for Non-rigid Point Set Registration Using Color.
IWINAC (2)
Marcelo Saval-Calvo, Sergio Orts-Escolano, Jorge Azorín López, José García Rodríguez, Andrés Fuster Guilló, Vicente Morell-Giménez, Miguel Cazorla
2015 B conf
Non-rigid point set registration using color and data downsampling.
IJCNN
Marcelo Saval-Calvo, Sergio Orts-Escolano, Jorge Azorín López, José García Rodríguez, Andrés Fuster Guilló, Vicente Morell-Giménez, Miguel Cazorla
2015 — conf
Object Recognition in Noisy RGB-D Data.
IWINAC (2)
José Carlos Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez
2015 — conf
Optimized Representation of 3D Sequences Using Neural Networks.
IWINAC (2)
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Alberto Garcia-Garcia, Sergiu Ovidiu-Oprea
2015 B conf
Processing point cloud sequences with Growing Neural Gas.
IJCNN
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Marcelo Saval-Calvo, Jorge Azorín López
2015 J jnl
Real-time 3D semi-local surface patch extraction using GPGPU - Application to 3D object recognition.
J. Real Time Image Process.
Sergio Orts-Escolano, Vicente Morell, José García Rodríguez, Miguel Cazorla, Robert B. Fisher
2015 B conf
Self-Organizing Activity Description Map to represent and classify human behaviour.
IJCNN
Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano
2015 — conf
Support Vector Machine Prediction of Drug Solubility on GPUs.
IWBBIO (2)
Gaspar Cano, José García Rodríguez, Sergio Orts-Escolano, Jorge Peña-García, Dharmendra Kumar-Yadav, Alfonso Pérez-Garrido, Horacio Pérez Sánchez
2015 B conf
Using GNG on 3D Object Recognition in Noisy RGB-D data.
IJCNN
José Carlos Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez
2014 B conf
3D colour object reconstruction based on Growing Neural Gas.
IJCNN
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Juan Manuel García Chamizo
2014 B conf
3D maps representation using GNG.
IJCNN
Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez
2014 J jnl
A Comparative Study of Registration Methods for RGB-D Video of Static Scenes.
Sensors
Vicente Morell-Giménez, Marcelo Saval-Calvo, Jorge Azorín López, José García Rodríguez, Miguel Cazorla, Sergio Orts-Escolano, Andrés Fuster Guilló
2014 J jnl
Parallel Computational Intelligence-Based Multi-Camera Surveillance System.
J. Sens. Actuator Networks
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Jorge Azorín López, Juan Manuel García Chamizo
2013 — conf
3D Hand Pose Estimation with Neural Networks.
IWANN (2)
Jose Antonio Serra, José García Rodríguez, Sergio Orts-Escolano, Juan Manuel García Chamizo, Anastassia Angelopoulou, Alexandra Psarrou, Markos Mentzelopoulos, Javier Montoyo-Bojo, Enrique Domínguez
2013 B conf
3D gesture recognition with growing neural gas.
IJCNN
Jose Antonio Serra-Perez, José García Rodríguez, Sergio Orts-Escolano, Juan Manuel García Chamizo, Javier Montoyo-Bojo, Anastassia Angelopoulou, Alexandra Psarrou, Markos Mentzelopoulos, Andrew Lewis
2013 — conf
Improving 3D Keypoint Detection from Noisy Data Using Growing Neural Gas.
IWANN (2)
José García Rodríguez, Miguel Cazorla, Sergio Orts-Escolano, Vicente Morell
2013 B conf
Improving drug discovery using a neural networks based parallel scoring function.
IJCNN
Horacio Emilio Pérez Sánchez, Ginés D. Guerrero, José M. García, Jorge Peña-García, José M. Cecilia, Gaspar Cano, Sergio Orts-Escolano, José García Rodríguez
2013 — conf
Natural User Interfaces in Volume Visualisation Using Microsoft Kinect.
ICIAP Workshops
Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou, Markos Mentzelopoulos, Bharat Reddy, Sergio Orts-Escolano, Jose Antonio Serra, Andrew Lewis
2013 A conf
Point Light Source Estimation based on Scenes Recorded by a RGB-D camera.
BMVC
Bas Boom, Sergio Orts-Escolano, Xi Ning, Steven McDonagh, Peter Sandilands, Robert B. Fisher
2013 B conf
Point cloud data filtering and downsampling using growing neural gas.
IJCNN
Sergio Orts-Escolano, Vicente Morell, José García Rodríguez, Miguel Cazorla
2012 J jnl
Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation.
Neural Networks
José García Rodríguez, Anastassia Angelopoulou, Juan Manuel García Chamizo, Alexandra Psarrou, Sergio Orts-Escolano, Vicente Morell-Giménez
2012 B conf
Multi-GPU based camera network system keeps privacy using growing neural gas.
IJCNN
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Jorge Azorín López, Juan Manuel García Chamizo