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Ivan Anselmo Sipiran Mendoza

Profesor Asistente

Universidad de Chile

Santiago, Chile

Procesamiento geométrico, Machine Learning, Visión Computacional

Ciencias de la Computación, Universidad Nacional de Trujillo. Peru, 2005
Ciencias de la Computación, UNIVERSIDAD DE CHILE. Chile, 2014

Investigador Post-doctoral Full Time

UNIVERSITY OF KONSTANZ

Konstanz, Alemania

2013 - 2015
Profesor investigador Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DEL PERU

Facultad de Ciencias e Ingeniería

Lima, Peru

2015 - At present
Profesor Asistente Full Time

UNIVERSIDAD DE CHILE

Ciencias Físicas y Matemáticas

Santiago, Chile

2021 - At present

Investigador Full Time

Pontificia Universidad Católica del Perú

Lima, Peru

2017 - 2020

Durante mi carrera como académico he participado como profesor guía en varios trabajos de fin de carrera y tesis de maestría. Como profesor en PUCP, Perú, fui profesor guía de cuatro tesis de maestría. Puedo destacar que uno de mis alumnos asesorados, Renato Hermoza, publicó un artículo de su tesis en la conferencia ACM Computer Graphics International, lo que le sirvió para realizar su doctorado en la Universidad de Adelaida, Australia. Como profesor de la Universidad de Chile, tengo tres alumnos memoristas graduados (todos con dictinción máxima) y más de 5 memoristas actualmente en proceso de graduarse.

Durante mi carrera, mis investigaciones han tenido un impacto importante y han sido difundidas más allá del ámbito académico. Por ejemplo, como parte de un proyecto de invesatigación en Perú para la restauración de material arqueológico a través de la inteligencia artificial, diferentes medios de comunicación escritos difundieron la noticia (https://larepublica.pe/peru-sorprendente/2020/01/09/la-inteligencia-artificial-al-servicio-de-la-arqueologia-pucp-imagenes/).

Best paper award - Impact on Society

Fraunhofer IGD

Alemania, 2018

Premio al paper "From Reassembly to Object Completion: A Complete Systems Pipeline" por su impacto en la sociedad.
Best paper award

Organización de la conferencia Big Data Visual Analytics

Australia, 2015

Premio al mejor paper "Guiding the exploration of scatter plot data using motif-based interest measures" en la conferencia Big Data Visual Analytics
Best Doctoral Symposium Paper Award

ACM

Estados Unidos, 2011

Premio a la mejor Tesis Doctoral en la Conferencia ACM Multimedia


Land-Cover Semantic Segmentation for Very-High-Resolution Remote Sensing Imagery Using Deep Transfer Learning and Active Contour Loss Chicchon, M; Trujillo, FJL; Sipiran, I; Madrid, R. Article ISI IEEE ACCESS (2025)
Multi-label learning on low label density sets with few examples Vergara, M; Bustos, B; Sipiran, I; Schreck, T; Lengauer S. Article ISI EXPERT SYSTEMS WITH APPLICATIONS (2025)
A convolutional architecture for 3D model embedding using image views Labrada, A; Bustos, B; Sipiran, I Article ISI VISUAL COMPUTER (2024)
Repetitive Patterns Recognition in Textures of Ancient Peruvian Pottery Sepúlveda, S.; Bustos, B; Sipiran, I Article ISI ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE (2024)
A comprehensive review of the video-to-text problem Perez-Martin, Jesus; Bustos, Benjamin; Guimaraes, Silvio Jamil F.; Sipiran, Ivan; Pérez, Jorge; Said, Grethel Coello Article ISI ARTIFICIAL INTELLIGENCE REVIEW (2022)
Automatic floor plan analysis and recognition Pizarro, Pablo N.; Hitschfeld, Nancy; Sipiran, Ivan Article ISI AUTOMATION IN CONSTRUCTION (2022)
Data-Driven Restoration of Digital Archaeological Pottery with Point Cloud Analysis Sipiran, Ivan; Mendoza, Alexis; Apaza, Alexander; Lopez, Cristian Article ISI INTERNATIONAL JOURNAL OF COMPUTER VISION (2022)
SHREC 2022: Fitting and recognition of simple geometric primitives on point clouds Romanengo, Chiara; Raffo, Andrea; Biasotti, Silvia; Falcidieno, Bianca; Fotis, Vlassis; Romanelis, Ioannis; Psatha, Eleftheria; Moustakas, Konstantinos; Sipiran, Ivan; Nguyen, Quang-Thuc; et al. Article ISI COMPUTERS & GRAPHICS-UK (2022)
SHREC 2022: Pothole and crack detection in the road pavement using images and RGB-D data Thompson, Elia Moscoso; Ranieri, Andrea; Chicchon, Miguel; Sipiran, Ivan Article ISI COMPUTERS & GRAPHICS-UK (2022)
A Benchmark Dataset for Repetitive Pattern Recognition on Textured 3D Surfaces Sipiran, Ivan; Schreck, Tobias; Bustos, Benjamin Article ISI COMPUTER GRAPHICS FORUM (2021)
SHREC 2021: Retrieval of cultural heritage objects Sipiran, Ivan; Lazo, Patrick; Lopez, Cristian; Jimenez, Milagritos; Bagewadi, Nihar; Bustos, Benjamin; Dao, Hieu; Gangisetty, Shankar; Hanik, Martin; Ho-Thi, Ngoc-Phuong; et al. Article ISI COMPUTERS & GRAPHICS-UK (2021)
From Reassembly to Object Completion: A Complete Systems Pipeline Papaioannou, Georgios; Schreck, Tobias; Andreadis, Anthousis; Mavridis, Pavlos; Gregor, Robert; Sipiran, Ivan; Vardis, Konstantinos Article ISI ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE (2017)
Scalable 3D shape retrieval using local features and the signature quadratic form distance Article ISI SCOPUS Visual Computer (2017)
Guiding the exploration of scatter plot data using motif-based interest measures Shao, Lin; Schleicher, Timo; Behrisch, Michael; Schreck, Tobias; Sipiran, Ivan; Keim, Daniel A. Article ISI JOURNAL OF VISUAL LANGUAGES AND COMPUTING (2016)
Object Completion using k-Sparse Optimization Mavridis, P.; Sipiran, I; Andreadis, A.; Papaioannou, G. Article ISI COMPUTER GRAPHICS FORUM (2015)
SHREC'15 track: Scalability of non-rigid 3D shape retrieval Sipiran, I; Bustos, B; Schreck, T; Bronstein A.M.; Choi, S; Lai L.; Li, H; Litman R.; Sun, L Article SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2015)
SHREC'15: Range scans based 3D shape retrieval Godil A.; Dutagaci H.; Bustos, B; Choi, S; Dong S.; Furuya T.; Li, H; Link N.; Moriyama A.; Meruane R.; et al. Article SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2015)
A benchmark of simulated range images for partial shape retrieval Sipiran, I; Meruane R.; Bustos, B; Schreck, T; Li, B; Lu, Y; Johan H. Article ISI SCOPUS Visual Computer (2014)
Approximate Symmetry Detection in Partial 3D Meshes Sipiran, Ivan; Gregor, Robert; Schreck, Tobias Article ISI COMPUTER GRAPHICS FORUM (2014)
A comparison of methods for non-rigid 3D shape retrieval Lian, ZH; Godil A.; Bustos, B; Daoudi M.; Hermans J.; Kawamura S.; Kurita Y.; Lavoue, G; Nguyen, HV; Ohbuchi R.; et al. Article ISI SCOPUS PATTERN RECOGNITION (2013)
Data-aware 3D partitioning for generic shape retrieval Sipiran, I; Bustos, B; Schreck, T Article ISI SCOPUS COMPUTERS & GRAPHICS-UK (2013)
Key-components: detection of salient regions on 3D meshes Sipiran, I; Bustos, B Article ISI SCOPUS Visual Computer (2013)
Harris 3D: a robust extension of the Harris operator for interest point detection on 3D meshes Sipiran, I; Bustos, B Article ISI SCOPUS Visual Computer (2011)


3D shape matching for retrieval and recognition Bustos, B; Sipiran, I BookWhole SCOPUS 3D Imaging, Analysis and Applications (2012)


Empirical evaluation of dissimilarity measures for 3D object retrieval with application to multi-feature retrieval Gregor, R.; Lamprecht A.; Sipiran, I; Schreck, T; Bustos, B ConferencePaper SCOPUS Proceedings - International Workshop on Content-Based Multimedia Indexing (2015)
A Fully Hierarchical Approach for Finding Correspondences in Non-rigid Shapes Sipiran, I; Bustos, B ConferencePaper ISI SCOPUS Proceedings of the IEEE International Conference on Computer Vision (2013)
Shrec'13 track: Large-scale partial shape retrieval using simulated range images Sipiran, I; Meruane R.; Bustos, B; Schreck, T ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2013)
Key-component detection on 3D meshes using local features Sipiran, I; Bustos, B ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2012)
SHREC'12 Track: Stability on abstract shapes Biasotti, S; Bai, X; Bustos, B; Giorgi, D; Sipiran, I; Zhang, S ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2012)
Local features for partial shape matching and retrieval Sipiran, I ConferencePaper SCOPUS MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops (2011)
SHREC 2011: Robust feature detection and description benchmark Boyer E.; Bustos, B; Darom T.; Horaud R.; Hotz I.; Keller Y.; Keustermans J.; Kovnatsky A.; Litman R.; Reininghaus J.; et al. ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2011)
Shrec'11 track: Shape retrieval on non-rigid 3D watertight meshes Lian Z.; Godil A.; Bustos, B; Daoudi M.; Hermans J.; Kawamura S.; Kurita Y.; LavouÃ© G.; Ohbuchi R.; Ohkita Y.; et al. ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2011)
A robust 3D interest points detector based on harris operator Sipiran, I; Bustos, B ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2010)
SHREC'10 track: Feature detection and description Bronstein A.M.; Bronstein M.M.; Bustos, B; Castellani U.; Crisani M.; Falcidieno B.; Guibas L.J.; Kokkinos I.; Murino V.; Ovsjanikov M.; et al. ConferencePaper SCOPUS Eurographics Workshop on 3D Object Retrieval, EG 3DOR (2010)


The Role of Computing in the Study of Latin American Cultural Heritage Sipiran, I EditorialMaterial ISI COMMUNICATIONS OF THE ACM (2024)


Caracterizando al COVID-19: Herramienta de análisis de datos de pacientes del COVID-19 en el Perú Layla Hirsh Proyecto (2020)
Optimized deep learning based repreentations for computer vision problems Proyecto (2019)
Restoration and conservation of archaeological objects using deep learning on graphs IVAN ANSELMO SIPIRAN MENDOZA ; Cristian Lopez del Alamo Proyecto (2019)
Analysis of Symmetry in 3D Objects and its Applications in Archaeology Proyecto (2015)

Nancy Hitschfeld

Full Professor

Computer Science

UNIVERSIDAD DE CHILE , DEPTO CIENCIAS COMPUTACION

Santiago, Chile

Universidad de Chile

Santiago, Chile

Ivan Anselmo Sipiran Mendoza

Líneas de Investigación

Educación

Ciencias de la Computación, Universidad Nacional de Trujillo. Peru, 2005

Ciencias de la Computación, UNIVERSIDAD DE CHILE. Chile, 2014

Experiencia Académica

Investigador Post-doctoral Full Time

Profesor investigador Full Time

Profesor Asistente Full Time

Experiencia Profesional

Investigador Full Time

Formación de Capital Humano

Difusión y Transferencia

Premios y Distinciones

Best paper award - Impact on Society

Best paper award

Best Doctoral Symposium Paper Award

Article (23)

BookWhole (1)

ConferencePaper (10)

EditorialMaterial (1)

Proyecto (4)