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4th ICSM 2024: Los Angeles, California, USA
- Stefano Berretti, Hossein Azari:
Smart Multimedia - 4th International Conference, ICSM 2024, Los Angeles, California, USA, March 28-30, 2024, Revised Selected Papers. Lecture Notes in Computer Science 14957, Springer 2025, ISBN 978-3-031-82474-6
Machine Learning for Multimedia
- Bhavya Sehgal, Ritik Gandhi, Irene Cheng:
Pattern Recognition in Apple Orchards During Dormancy and Bud Development. 3-16 - Guanfang Dong
, Anup Basu
:
Medical Image Denosing via Explainable AI Feature Preserving Loss. 17-32 - Conor McDermott, Nicola Schieda, Carlos Rossa:
Electrical Impedance Spectroscopy Sensorised Needle for Prostate Cancer Localisation During MRI-Ultrasound-Fused Targeted Biopsy. 33-44
Multimedia
- Husam Alustwani, Nassiriah Shaari:
Semantic Browsing & Advertising in YouTube. 47-61 - Gong Qi Chen, Ninad Kashyap, Zihao Zhang, Yana Kucheva, Michael Bobker, Zhigang Zhu:
Creating and Analyzing a Multimedia Dataset for Building Energy Efficiency Estimation. 62-77 - Zijie Tan, Guanfang Dong, Chenqiu Zhao, Anup Basu:
Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module. 78-90
Special Session on Smart Homes and Cities - The Future through Smart Technological Innovations
- Miguel A. Espinosa, Pedro Ponce
, Mario Rojas
, Vicente Borja
, Martha G. Torres
, Omar Mata
, Arturo Molina
:
Performance of Machine Learning Models for OSA Detection Based on ECG Signal. 93-107 - Juana Isabel Méndez
, Pedro Ponce
, Javier Maldonado Romo
, Mario Rojas
, Joan Guerrero, Brian MacCleery
, Brian Anthony, Arturo Molina
:
The Role of Personality Traits for Tailoring Immersive Experiences in Virtual Reality Environments. 108-124 - Pedro Ponce
, Arturo Molina
, Citlaly Pérez
, Omar Mata, Aminah Robinson Fayek
:
A Novel Framework for Assessing Products Case Study: Electric Drives for Terrestrial Vehicles. 125-141 - Vishnu Kakaraparthi
, Yatiraj Shetty
, Morris Goldberg
, Troy McDaniel
:
Innovating Medication Adherence for Smart Cities: Leveraging PERACTIV and Automated Annotation Pipeline for Innovative Solutions. 142-155
Multimedia Processing
- Yale Lee
, Thomas Rakotomamonjy
:
How to Design Intuitive Flight Controls for Novice Onboard Operators? 159-178 - Alec Cotton, Ben Sainsbury, Carlos Rossa:
Sliding Adaptive Dynamic Time Warping for Segment Matching in Surgical Simulation Data. 179-191 - Hui Zhang, Haonan Wu, Chengcai Leng, Ning Li, Irene Cheng:
Concept Factorization with Manifold and Orthogonal Constraint for Data Representation. 192-204
Short and Industrial papers
- Bhagyashree Zala, Ritik Gandhi, Fan Yang, Tiago Valente, Irene Cheng:
Image Based Cattle Monitoring System. 207-217 - Oussama Taki Amrani, Haytam Qadadri, Mounir Bendali-Braham, Georges Roussel:
Comparative Assessment of Recent Pedestrian Detectors and Trackers. 218-228 - Zhichao Su, Chengcai Leng, Irene Cheng:
AF Mask R-CNN: Attention Fused Mask R-CNN Mechanism for Instance Segmentation. 229-238
Industrial Trend
- Adarsh Ramanathan, Jason Liang, Dan Sommerfield, Hossein Azari:
Automatic Data Labeling Using Large Language Models. 241-251 - Tong Shao, Fangjun Pu, Peng Yin, Sean McCarthy, Guan-Ming Su:
Overview of Future Video Compression Technology Beyond VVC in Standard. 252-266 - Ujjal Kr Dutta
, Anustup Choudhury
, Lakshmi Priya Muraleedharan
, Jian Liu
, Guan-Ming Su
:
Neural Fields for Multimedia Applications (Part-1): Trends in Audio, Images and Videos. 267-279 - Lakshmi Priya Muraleedharan
, Jian Liu
, Ujjal Kr Dutta
, Anustup Choudhury
, Guan-Ming Su
:
Neural Fields for Multimedia Applications (Part-2): Trends in Volumetric Videos and 3D Objects. 280-292
Late breaking papers
- Niloofar Yousefi, Mainuddin Shaik, Nitin Agarwal:
Characterizing Multimedia Information Environment Through Multi-modal Clustering of YouTube Videos. 295-309 - Jiawei Liu, Wayne Lam, Hao Tang
, Zhigang Zhu
:
Surveying Sidewalk Materials For and By Individuals Who Are Blind or Have Low Vision: Audio Data Collection and Classification. 310-323 - Zijian Kuang, Lihang Ying, Shi Jin, Li Cheng:
Two-Stage Synthetic Supervising and Multi-view Consistency Self-supervising Based Animal 3D Reconstruction by Single Image. 324-334
Special Session: Haptic and Human Machine Interaction
- Maciej Lacki, Carlos Rossa, Colin R. Gallacher:
Local Force Isotropy: A New Metric for Measuring Performance of Kinaesthetic Haptic Devices. 337-350 - Florence Zara
, Benjamin Delbos, Rémi Chalard
, Richard Moreau
, Fabrice Jaillet
, Arnaud Lelevé
:
Haptic Training Simulators Design Approach. 351-366 - Pedro Ponce
, Juana Isabel Méndez
, Brian MacCleery
, Edgar Omar López-Caudana
, Therese Peffer
, Arturo Molina
:
Human Behavior and Personality Reduced Survey to Promote Machines and Human Interactions. 367-383 - Mario Rojas
, Javier Maldonado Romo
, Juana Isabel Méndez
, Pedro Ponce
, Brian Anthony, Arturo Molina
:
Multiplayer System for a Collaborative Experience Using Digital Technologies in a Physical Space. 384-395

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