Sergio Orts‐Escolano

5.8k total citations · 2 hit papers
67 papers, 3.3k citations indexed

About

Sergio Orts‐Escolano is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Artificial Intelligence. According to data from OpenAlex, Sergio Orts‐Escolano has authored 67 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 54 papers in Computer Vision and Pattern Recognition, 21 papers in Aerospace Engineering and 10 papers in Artificial Intelligence. Recurrent topics in Sergio Orts‐Escolano's work include Robotics and Sensor-Based Localization (21 papers), Advanced Vision and Imaging (20 papers) and Video Surveillance and Tracking Methods (13 papers). Sergio Orts‐Escolano is often cited by papers focused on Robotics and Sensor-Based Localization (21 papers), Advanced Vision and Imaging (20 papers) and Video Surveillance and Tracking Methods (13 papers). Sergio Orts‐Escolano collaborates with scholars based in Spain, United Kingdom and United States. Sergio Orts‐Escolano's co-authors include José García‐Rodríguez, Alberto García-García, Sergiu Oprea, Víctor Villena-Martínez, Pablo Martínez-González, Miguel Cazorla, Francisco Gomez‐Donoso, Vicente Morell, Jorge Azorín-López and John Alejandro Castro-Vargas and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Expert Systems with Applications and Sensors.

In The Last Decade

Sergio Orts‐Escolano

65 papers receiving 3.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A survey on deep learning techniques for image and video semantic segmentation

2018 1.1k citations Alberto García-García, Sergio Orts‐Escolano et al. profile →
A Review on Deep Learning Techniques Applied to Semantic Segmentation

2017 742 citations Alberto García-García, Sergio Orts‐Escolano et al. profile →

Peers

Countries citing papers authored by Sergio Orts‐Escolano

Since Specialization

Citations

This map shows the geographic impact of Sergio Orts‐Escolano's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sergio Orts‐Escolano with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sergio Orts‐Escolano more than expected).

Fields of papers citing papers by Sergio Orts‐Escolano

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sergio Orts‐Escolano. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sergio Orts‐Escolano. The network helps show where Sergio Orts‐Escolano may publish in the future.

Co-authorship network of co-authors of Sergio Orts‐Escolano

This figure shows the co-authorship network connecting the top 25 collaborators of Sergio Orts‐Escolano. A scholar is included among the top collaborators of Sergio Orts‐Escolano based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sergio Orts‐Escolano. Sergio Orts‐Escolano is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	GANtlitz: Ultra High Resolution Generative Model for Multi‐Modal Face Textures 2024 ·Computer Graphics Forum ·(unknown), Emily Collins, Abhimitra Meka, Franziska Mueller, Kripasindhu Sarkar, Sergio Orts‐Escolano, (unknown), Jay Busch, (unknown), Thabo Beeler	2
2	Rapsai: Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming 2023 ·Ruofei Du, (unknown), (unknown), Michelle Mohr Carney, (unknown), (unknown), (unknown), Yinda Zhang, (unknown), Xingyu Liu, (unknown), Sergio Orts‐Escolano, Abhishek Kar, (unknown), (unknown), Adarsh Kowdle, Alex Olwal	18
3	Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis 2023 ·(unknown), Kripasindhu Sarkar, (unknown), (unknown), (unknown), (unknown), Sergio Orts‐Escolano, Dmitry Lagun, Otmar Hilliges, Thabo Beeler, Abhimitra Meka	4
4	Deep Relightable Textures Volumetric Performance Capture with Neural Rendering 2020 ·MPG.PuRe (Max Planck Society) ·Abhimitra Meka, Rohit Pandey, Christian Häne, Sergio Orts‐Escolano, Peter Barnum, Philip Davidson, Daniel Erickson, Yinda Zhang, Jonathan M. Taylor, Sofien Bouaziz, Chloe LeGendre, Wan‐Chun Ma, Ryan Overbeck, Thabo Beeler, Paul Debevec, Shahram Izadi, Christian Theobalt, Christoph Rhemann, Sean Fanello	36
5	A Review on Deep Learning Techniques for Video Prediction 2020 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Sergiu Oprea, Pablo Martínez-González, Alberto García-García, John Alejandro Castro-Vargas, Sergio Orts‐Escolano, José García‐Rodríguez, Antonis Argyros	167
6	An sEMG-Controlled 3D Game for Rehabilitation Therapies: Real-Time Time Hand Gesture Recognition Using Deep Learning Techniques 2020 ·Sensors ·(unknown), Sergio Orts‐Escolano, Miguel Cazorla	60
7	Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network 2019 ·Pattern Analysis and Applications ·Anastassia Angelopoulou, José García‐Rodríguez, Sergio Orts‐Escolano, Epaminondas Kapetanios, Xing Liang, Bencie Woll, Αλεξάνδρα Ψαρρού	7
8	UASOL, a large-scale high-resolution outdoor stereo dataset 2019 ·Scientific Data ·(unknown), Francisco Gomez‐Donoso, (unknown), Sergio Orts‐Escolano, Miguel Cazorla	11
9	Accurate and efficient 3D hand pose regression for robot hand teleoperation using a monocular RGB camera 2019 ·Expert Systems with Applications ·Francisco Gomez‐Donoso, Sergio Orts‐Escolano, Miguel Cazorla	33
10	A New Dataset and Performance Evaluation of a Region-Based CNN for Urban Object Detection 2018 ·Electronics ·(unknown), Miguel Cazorla, Sergio Orts‐Escolano	20
11	A study of the effect of noise and occlusion on the accuracy of convolutional neural networks applied to 3D object recognition 2017 ·Computer Vision and Image Understanding ·Alberto García-García, José García‐Rodríguez, Sergio Orts‐Escolano, Sergiu Oprea, Francisco Gomez‐Donoso, Miguel Cazorla	14
12	A Closed-Form Bayesian Fusion Equation Using Occupancy Probabilities 2016 ·Charles Loop, Qin Cai, Sergio Orts‐Escolano, Philip A. Chou	9
13	Fast 2D/3D object representation with growing neural gas 2016 ·Neural Computing and Applications ·Anastassia Angelopoulou, José García‐Rodríguez, Sergio Orts‐Escolano, Gaurav Gupta, Αλεξάνδρα Ψαρρού	13
14	Object recognition in noisy RGB-D data using GNG 2016 ·Pattern Analysis and Applications ·(unknown), Vicente Morell, Miguel Cazorla, Sergio Orts‐Escolano, José García‐Rodríguez	10
15	Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors 2016 ·Journal of Real-Time Image Processing ·Alberto García-García, Sergio Orts‐Escolano, José García‐Rodríguez, Miguel Cazorla	12
16	Self-Organizing Activity Description Map to represent and classify human behaviour 2015 ·Jorge Azorín-López, Marcelo Saval-Calvo, Andrés Fuster-Guilló, José García‐Rodríguez, Sergio Orts‐Escolano	5
17	Interactive light source position estimation for augmented reality with an RGB‐D camera 2015 ·Computer Animation and Virtual Worlds ·Bastiaan J. Boom, Sergio Orts‐Escolano, (unknown), Steven McDonagh, (unknown), Robert B. Fisher	14
18	Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation 2012 ·Neural Networks ·José García‐Rodríguez, Anastassia Angelopoulou, Juan Manuel García‐Chamizo, Αλεξάνδρα Ψαρρού, Sergio Orts‐Escolano, Vicente Morell	21
19	GPGPU implementation of growing neural gas: Application to 3D scene reconstruction 2012 ·Journal of Parallel and Distributed Computing ·Sergio Orts‐Escolano, José García‐Rodríguez, (unknown), Miguel Cazorla, Vicente Morell	10
20	Histopathology of infection of the palm Washingtonia filifera with the pink bud rot fungus Penicillium vermoesenii 1994 ·Mycological Research ·Luis V. Lopez‐Llorca, Sergio Orts‐Escolano	8

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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