Book Chapters & Books back

2024
Hernandez C, Pachón-García C, Delicado P, Vilaplana V. Interpreting Machine Learning Models for Survival Analysis: A Study of Cutaneous Melanoma Using the SEER Database. In Explainable Artificial Intelligence and Process Mining Applications for Healthcare,. Springer, Cham; 2024.
2021
Mora L, Vilaplana V. MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures. In Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2020. Springer International Publishing; 2021. pp. 376-390.
2019
Bellot P, Salembier P, Pham NC, Meyer PE. Unsupervised GRN Ensemble. In Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . New York, NY: Springer science, Humana Press; 2019. pp. 283-302.
2018
Casamitjana A, Vilaplana V, Petrone P, Molinuevo JLuis, Gispert JD. Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease. In PRedictive Intelligence in MEdicine. Springer International Publishing; 2018. pp. 60-67.
Górriz M, Aparicio A, Raventós B, Vilaplana V, Sayrol E, López-Codina D. Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In Articulated Motion and Deformable Objects. Springer International Publishing; 2018. pp. 53-62.
Combalia M, Vilaplana V. Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. In Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support. Springer International Publishing; 2018. pp. 274-281.
Campos V, Giró-i-Nieto X, Jou B, Torres J, Chang S-F. Sentiment concept embedding for visual affect recognition. In Multimodal Behavior Analysis in theWild. 1st ed. Elsevier; 2018.
Casamitjana A, Catà M, Sánchez I, Combalia M, Vilaplana V. Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation. In Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2017. Crimi A., Bakas S., Kuijf H., Menze B., Reyes M. (eds). Cham: Springer; 2018. pp. 381-391.
Tochon G, Dalla Mura M, Veganzones MA, Valero S, Salembier P, Chanussot J. Advances in utilization of hierarchical representations in remote sensing data analysis. In Reference Module in Earth Systems and Environmental Sciences. Elsevier; 2018. pp. 77-107.
2017
Bellver M, Giró-i-Nieto X, Marqués F, Torres J. Hierarchical Object Detection with Deep Reinforcement Learning. In Deep Learning for Image Processing Applications. Amsterdam, The Netherlands: IOS Press; 2017.
Mohedano E, Salvador A, McGuinness K, Giró-i-Nieto X, O'Connor N, Marqués F. Object Retrieval with Deep Convolutional Features. In Deep Learning for Image Processing Applications. Amsterdam, The Netherlands: IOS Press; 2017.
Bellot P, Meyer P. Efficient Combination of Pairwise Feature Networks. In: Battaglia D, Guyon I, Lemaire V, Orlandi J, Ray B, Soriano J. Neural Connectomics Challenge. Springer International Publishing; 2017.
Casamitjana A, Puch S, Aduriz A, Vilaplana V. 3D Convolutional Neural Networks for Brain Tumor Segmentation: a comparison of multi-resolution architectures. In Lecture Notes in Computer Vision. Springer; 2017. pp. 150-161.
2015
Digne J, Dimiccoli M, Sabater N, Salembier P. Neighborhood Filters and the Recovery of 3D Information. In Handbook of Mathematical Methods in Imaging. 2nd ed. Springer Verlag; 2015. pp. 1645-1673.
2014
Schreer O, Macq J, Niamut O, Ruiz-Hidalgo J, Shirley B, Thallinger G, et al.. Media Production, Delivery and Interaction for Platform Independent Systems. Wiley, ISBN 978-1-118-60533-2; 2014.
2013
León M, Vilaplana V, Gasull A, Marqués F. Region-based caption text extraction. In Lecture Notes in Electrical Engineering (Analysis, Retrieval and Delivery of Multimedia Content). New York: Springer; 2013. pp. 21-36.
2012
Gallego J, Pardàs M, Solano M. Foreground objects segmentation for moving camera scenarios based on SCGMM. In Computational Intelligence for Multimedia Understanding. Berlin Heidelberg: Springer; 2012. pp. 195-206.
Calderero F, Marqués F. Image Analysis and Understanding Based on Information Theoretical Region Merging Approaches for Segmentation and Cooperative Fusion. In Handbook of Research on Computational Intelligence for Engineering, Science, and Business. IGI Global; 2012. pp. 75-121.
Suau X, Alcoverro M, López-Méndez A, Ruiz-Hidalgo J, Casas J. INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction. In Computer Vision – ECCV 2012. Heidelberg: Springer; 2012. pp. 602-606.  (214.4 KB)
Carcel E, Martos M, Giró-i-Nieto X, Marqués F. Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes. In Computational Intelligence for Multimedia Understanding. Pisa, Italy: Springer-Verlag; 2012. pp. 172-182.  (6.93 MB)
Ventura C, Martos M, Giró-i-Nieto X, Vilaplana V, Marqués F. Hierarchical Navigation and Visual Search for Video Keyframe Retrieval. In Advances in Multimedia Modeling. Springer Berlin / Heidelberg; 2012. pp. 652-654.
Navarro S, López-Méndez A, Alcoverro M, Casas J. Multi-view Body Tracking with a Detector-Driven Hierarchical Particle Filter. In: Perales F, Fisher R, Moeslund T. Lecture Notes in Computer Science: Articulated Motion and Deformable Objects. Berlin / Heidelberg: Springer ; 2012. pp. 82-91.
2011
Digne J, Dimiccoli M, Salembier P, Sabater N. Neighborhood Filters and the Recovery of 3D Information. In Handbook of Mathematical Methods in Imaging. Springer Verlag; 2011. pp. 1203-1229.
Roca E, Marqués F. 14è Premi a la Qualitat en la Docència Universitària 2011. 2011.
2010
Salembier P. Connected operators based on tree pruning strategies. In Mathematical morphology from theories to applications. L. Najman and H. Talbot (Eds.). Wiley; 2010.
Marcotegui B, Salembier P. Compression. In Mathematical morphology from theories to applications. L. Najman and H. Talbot (Eds.). Wiley; 2010. pp. 385–391.
Waibel A, Stiefelhagen R, Carlson R, Casas J, Kleindienst J, Lamel L, et al.. Computers in the Human Interaction Loop. In Handbook on Ambient Intelligence and Smart Environments (AISE). Boston, MA: Springer; 2010. pp. 1071–1116.
Marcotegui B, Salembier P. Compression. In Morphologie Mathématique II: estimation choix et mise en oeuvre. L. Najman and H. Talbot (Eds.). Hermes, Lavoisier; 2010.
Alcoverro M, Casas J, Pardàs M. Skeleton and shape adjustment and tracking in multicamera environments. In Lecture notes in computer science. Berlin / Heidelberg: Springer; 2010. pp. 88–97.
2009
Dimakis N, Soldatos J, Polymenakos L, Sturm J, Neumann J, Casas J. The Memory Jog Service. In Computers in the Human Interaction Loop. London: Springer; 2009. pp. 207–234.
Descamps A, De Vleeschouwer C, Jacques L, Marqués F. How does digital cinema compress images?. In: Dutoit T, Marqués F. Applied signal processing. 2009. pp. 361–410.
Marqués F. Multimodal signal processing: theory and applications for human-computer interaction. 2009.
Marqués F, Menezes M, Ruiz-Hidalgo J. How are digital images compressed in the web?. In: Dutoit T, Marqués F. Applied signal processing. 2009. pp. 265–310.
Canton-Ferrer C, Pardàs M, Vilaplana V. Image and video processing tools for HCI. In Multimodal signal processing: theory and applications for human-computer interaction. 2009. pp. 93–118.
Marqués F, Menezes M, Ruiz-Hidalgo J. How are digital TV programs compressed to allow broadcasting?. In: Dutoit T, Marqués F. Applied signal processing. 2009. pp. 311–359.
Bernardin K, Stiefelhagen R, Pnevmatikakis A, Lanz O, Brutti A, Casas J, et al.. Person Tracking. In Computers in the human interaction loop. London: Springer; 2009. pp. 11–22.
Bach M, Thiran J, Marqués F. How can physicians quantify brain degeneration?. In: Dutoit T, Marqués F. Applied signal processing. 2009. pp. 411–449.
Dutoit T, Marqués F. Applied signal processing: A Matlab-based proof of concept. Springer; 2009.
Nickel K, Pardàs M, Stiefelhagen R, Canton-Ferrer C, Landabaso J-L, Casas J. Activity Classification. In Computers in the Human Interaction Loop. London: Springer; 2009. pp. 107–119.
Vilaplana V. Compressió d'imatges. In Codificació del so i de la imatge. 2009. pp. 1–65.
Vilaplana V. Processament puntual. In Codificació del so i de la imatge. 2009. pp. 5–65.
2008
Canton-Ferrer C, Salvador J, Casas J, Pardàs M. Multi-Person Tracking Strategies Based on Voxel Analysis. In Multimodal Technologies for Perception of Humans. Berlin / Heidelberg: Springer; 2008. pp. 91–103.
Salembier P. Operateur connexe et arbre des coupes. In Morphologie mathématique 1: approches deterministes. L. Najman and H. Talbot (Eds.). Hermes, Lavoisier; 2008. pp. 151–172.
Vilaplana V, Marqués F, Gurban M, Thiran J. Face and speech interaction. In Multimodal user interfaces: from signals to interaction. 2008. pp. 85–118.
Canton-Ferrer C, Casas J, Pardàs M. Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture. In Articulated Motion and Deformable Objects. Berlin / Heidelberg: Springer; 2008. pp. 82–91.
Canton-Ferrer C, Casas J, Pardàs M. Head Orientation Estimation Using Particle Filtering in Multiview Scenarios. In Multimodal Technologies for Perception of Humans. Berlin / Heidelberg: Springer; 2008. pp. 317–327.
2007
Casas J, Neumann J. Context Awareness triggered by Multiple Perceptual Analyzers. In Emerging Artificial Intelligence Applications in Computer Engineering. Amsterdam: IOS Press; 2007. pp. 371–383.
Aguilar M, Alcober J, Altes J, Aragones X, Artigas D, Bardes D, et al.. Diccionari de Telecomunicacions. 2007.
Abad A, Canton-Ferrer C, Segura C, Landabaso J-L, Macho D, Casas J, et al.. UPC Audio, Video and Multimodal Person Tracking Systems in the CLEAR Evaluation Campaign. In Lecture notes in computer science. Berlin / Heidelberg: Springer; 2007. pp. 93–104.
Canton-Ferrer C, Casas J, Pardàs M. Head Pose Detection based on Fusion of Multiple Viewpoint Information. In Multimodal Technologies for Perception of Humans. Berlin / Heidelberg: Springer; 2007. pp. 305–310.
2006
Luque J, Morros JR, Garde A, Anguita J, Farrús M, Macho D, et al.. Audio, Video and Multimodal Person Identification in a Smart Room. In Lecture notes in computer science - Multimodal Technologies for Perception of Humans. 2006. pp. 258–269.  (321.95 KB)
Neumann J, Casas J, Macho D, Ruiz-Hidalgo J. Multimodal Integration of Sensor Network. In Artificial Intelligence Applications and Innovations. Boston: Springer; 2006. pp. 312–323.
Giró-i-Nieto X, Marqués F. From partition trees to semantic trees. In Multimedia Content Representation, Classification and Security. 2006. pp. 306–313.  (966.49 KB)
Ferran C, Giró-i-Nieto X, Marqués F, Casas J. BPT Enhancement based on Syntactic and Semantic criteria. In Semantic Multimedia. Berlin / Heidelberg: Springer; 2006. pp. 184–198.
Canton-Ferrer C, Casas J, Tekalp M, Pardàs M. Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. In Machine Learning for Multimodal Interaction. Berlin / Heidelberg: Springer; 2006. pp. 250–261.
2005
Jofre L, Sole F, Sabate F, Berenguer J, Marqués F, Romeu J, et al.. El "Espacio Innovador" y la red. 2005.
Giró-i-Nieto X, Vilaplana V, Marqués F, Salembier P. Automatic extraction and analysis of visual objects information. In Multimedia content and the semantic web. Wiley; 2005. pp. 203–221.
Soriano M, Fernandez M, Sayrol E, Tomàs J, Casanelles J, Pegueroles J, et al.. Multimedia Copyright Protection Platform Demonstrator. In Lecture notes in computer science. 2005. pp. 76–83.
Canton-Ferrer C, Casas J, Pardàs M. Towards a Bayesian Approach to Robust Finding Correspondances in Multiple View Geometry Environments. In Computational Science – ICCS 2005. Berlin / Heidelberg: Springer; 2005. pp. 281–289.
2004
Jofre L, Sole F, Sabate F, Marqués F, Romeu J, Torres J. El 'Profesional Innovador' y la red. 2004.
Pardàs M, Pandzic I, Cannella M, Davoine F, Forchheimer R, Lavagetto F, et al.. The InterFace Software Platform for Interactive Virtual Characters. In Mpeg-4 facial animation: the standard, implementation and applications. 2004. pp. 169–183.
2003
Giró-i-Nieto X, Marqués F. Semantic Entity Detection Using Description Graphs. In Digital Media Processing for Multimedia Interactive Services. Singapore: World Scientific Publishing Co.; 2003. pp. 39–42.  (516.62 KB)
2002
Manjunath BS, Salembier P, Sikora T. Introduction to the mpeg-7: multimedia content description interface. Wiley; 2002.
Avaro O, Salembier P. Systems Architecture. In Introduction to the mpeg-7: multimedia content description interface. B. S. Manjunath, P. Salembier, T. Sikora (Eds.). Wiley; 2002. pp. 33–42.
Salembier P, Smith J. Overview of MPEG-7 multimedia description schemes and schema tools. In Introduction to the mpeg-7: multimedia content description interface. B. S. Manjunath, P. Salembier, T. Sikora (Eds.). Wiley; 2002. pp. 83–94.
Benitez AB, Martinez JM, Rising H, Salembier P. Description of a Single Multimedia Document. In Introduction to the mpeg-7: multimedia content description interface. B. S. Manjunath, P. Salembier, T. Sikora (Eds.). Wiley; 2002. pp. 111–138.
Sayrol E, Gasull A, Moreno A, Salavedra J, Vallverdu F. Senyals i sistemes analògics: una introducció pràctica. 2002.
2001
Sayrol E, Gasull A, Moreno A, Salavedra J, Vallverdu F. Senyals i sistemes analògics: una introducció pràctica. 2001.
2000
Salembier P. Region-based filtering of images and video sequences: a morphological viewpoint. In Nonlinear Image Processing. S. Mitra and G. Sicuranza (Eds.). Academic Press; 2000.
Marqués F. Introduction fo interpretation of graphic images. 2000.
Marqués F. CODING-ORIENTED SEGMENTATION OF VIDEO SEQUENCES. In Video coding: the second generation approach. 2000. pp. 79–124.
1999
Torres L, Marqués F, Lorente L, Vilaplana V. Face Location and Recognition for Video Indexing in the Hypermedia Project. In Lecture Notes in Computer Science. 1999.
Marqués F, Salembier P. Video compresssion standards. In Electronic imaging technology. Edward R. Dougherty (Ed.). SPIE Optical Engineering Press; 1999. pp. 31–64.
1998
Torres L, Salembier P. Codificación de imagen. In Reconocimiento de formas y análisis de imágenes. A. Sanfeliu (Ed.). AERFAI; 1998. pp. 101–135.
1996
Casas J, Torres L. Strong edge features for image coding. In: Schafer RW, Maragos P, Butt MA. Mathematical Morphology and its Applications to Image and Signal Processing. Boston: Springer; 1996. pp. 443–450.
Salembier P, Marqués F, Gasull A. Coding of partition sequences. In Video coding: the second generation approach. L. Torres and M. Kunt (Eds.). Kluwer; 1996. pp. 125–170.
Marqués F, Pardàs M, Salembier P. Coding-oriented segmentation of video sequences. In Video coding: the second generation approach. L. Torres and M. Kunt (Eds.). Kluwer; 1996. pp. 79–124.
Casas J. Morphological Interpolation for Image Coding. In Images, Wavelets and PDEs. Berlin / Heidelberg: Springer; 1996. pp. 295–304.
1994
Casas J, Esteban P, Moreno A, Carrera M. Morphological scheme for morphometric analysis of epidermal biopsy images. In: Serra J, Soille P. Mathematical Morphology and its Applications to Image Processing. Dordrecht: Springer; 1994. pp. 325–331.
Marqués F. UNSUPERVISED HIERARCHICAL IMAGE SEGMENTATION USING COMPOUND RANDOM FIELDS. In A Robust Method for Computing 2D Projective invariants of 3D Object Vertices. 1994. pp. 125–136.
Marqués F. AUTOMATIC QUANTIFICATION OF SPINE PARAMETERS FROM X-RAY IMAGES BY MEANS OF MORPHOLOGICAL TOOLS. In Mathematical morphology and its applications to image processing. 1994. pp. 330–340.
1993
Serra J, Salembier P. Mathematical morphology and its applications to signal processing. Barcelona: Universitat Politècnica de Catalunya (UPC); 1993.
Torres L, Lleida E, Casas J. Sistemas Analógicos y Digitales de Televisión. Barcelona: Edicions UPC; 1993.
1992
Gasull A, Monte E, Torres L, Montolio P, Marqués F. Analysis and optimization of the K-Means algorithm for remote sensing applications. In Pattern recognition and image analysis. 1992. pp. 0–0.
1990
Marqués F. NEW GENERATION METHODS FOR HTE HIGH-COMPRESSION CODING OF DIGITAL SEQUENCES. In From pixels to features ii. 1990. pp. 363–375.