HASCA2016

4th International Workshop on Human Activity Sensing Corpus and Application: Towards Open-Ended Context Awareness

September 01,2016 ｜ Program

Program

September 12th (Monday)

Long paper : 15min talk including discussion
Short paper: 10min talk including discussion (marked as [Short])

9:00--9:10	Opening (Daniel Roggen)
9:10--10:00	Session 1: Keynote (Chair: Kristof Van Laerhoven) [Keynote] Visual Turing Test and Deep Learning vs. Privacy Mario Fritz (MPI Saarbruecken) abstract: With the advance of sensing technology and the availability of abundant data resources, machines can get a detailed “picture" of the real-world - unlike ever possible before. However, there is a big gap between the raw data and the semantic understanding a human may acquire by analyzing the same data. My goal is to narrow and eventually close this gap between these low-level representations and the rich semantic understanding acquired by humans. Progress in this direction will facilitate a seamless interaction and exchange of information between machines and humans. We quantifying progress towards this overarching goal by formulating a Visual Turing Test where machine learning approaches are trained to answer natural language questions on data. In particular, I will describe how we address this challenging task by deep learning techniques that bring together state of the art methods in natural language and image understanding. More broadly, recent deep learning techniques have provided us with modular, efficient and end-to-end trainable architectures, which I will illustrate on a few examples of our recent work ranging from eye tracking over applications in computer graphics to recognition of ongoing activities. I will close by describing our latest work that investigates privacy implications of such effective machine learning techniques when applied to visual data on social networks.
10:00--10:30	Coffee Break
10:30--12:00	Session 2: Data / Corpus (Chair: Nobuhiko Nishio) UbiComp/ISWC 2015 PDR Challenge Corpus Katsuhiko Kaji, Masaaki Abe, Wan Weimin, Kei Hiroi, Nobuo Kawaguchi HASC-PAC2016: Large Scale Human Pedestrian Activity Corpus and Its Baseline Recognition Haruyuki Ichino, Katsuhiko Kaji, Ken Sakurada, Kei Hiroi, Nobuo Kawaguchi A Multi-Media Exchange Format for Time-Series Dataset Curation Philipp M. Scholl, Kristof Van Laerhoven Implicit Positioning Using Compass Sensor Data Dennis Kroll, Rico Kusber, Klaus David A Better Positioning with BLE Tag by RSSI Compensation through Crowd Density Estimation Kei Hiroi, Yoichi Shinoda, Nobuo Kawaguchi Discovery and Recognition of Unknown Activities Juan Ye, Lei Fang, Simon Dobson
12:30--12:55	Session 2': Activity Recognition (Chair: Nobuo Kawaguchi) [Short] Wearable Electric Potential Sensing: A new modality sensing hair touch and restless leg movement A. Pouryazdan, R. J. Prance, H. Prance, D. Roggen Recognizing Unknown Activities Using Semantic Word Vectors and Twitter Timestamps Moe Matsuki, Sozo Inoue
12:55--14:00	Lunch Break
14:00--15:00	Session 3: Data-centric Research (Chair: Susanna Pirttikangas) Enhancing Location Prediction with Big Data: Evidence from Dhaka Dunstan Matekenya, Masaki Ito, Yoshito Tobe, Ryosuke Shibasaki, Kaoru Sezaki [Short] Patterns of human activity behavior: From data to information and clinical knowledge A. Paraschiv-Ionescu, S. Mellone, M. Colpo, E. A.F. Ihlen, L. Chiar, C. Becker, K. Aminian Inhalation During Fire Experiments: an Approach Derived Through ECG Raquel Sebastiao, Sandra Sorte, Joana Valente, Ana I. Miranda, Jose M. Fernandes Exploring human activity annotation using a privacy preserving 3D model Mathias Ciliberto, Daniel Roggen, Francisco Javier Ordonez
15:00--15:30	Coffee Break
15:30--16:40	Session 4: Sensing Technologies (Chair: Sozo Inoue) Detecting Group Formations using iBeacon Technology Kleomenis Katevas, Hamed Haddadi, Laurissa Tokarchuk, Richarg G. Clegg Let the objects tell what you are doing Gabriele Civitarese, Stefano Belfiore, Claudio Bettini FPGA Based Hardware Acceleration of Sensor Matrix Abdul Mutaal Ahmad, Paul Lukowicz, Jingyuan Cheng Towards Recognizing Person-Object Interaction Gestures using a Single Wrist Wearable Device Juhi Ranjan, Kamin Whitehouse A Recognition Method for Continuous Gestures with an Accelerometer Hikaru Watanabe, Masahiro Mochizuki, Kazuya Murao, Nobuhiko Nishio
16:40--16:50	Break
16:50--17:30	Discussion and Closing Remarks

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