Jakob Suchan

According to our database, Jakob Suchan authored at least 32 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Assessing Drivers' Situation Awareness in Semi-Autonomous Vehicles: ASP based Characterisations of Driving Dynamics for Modelling Scene Interpretation and Projection.

Jakob Suchan, Jan-Patrick Osterloh

Proceedings of the Proceedings 39th International Conference on Logic Programming, 2023

2022

Declarative reasoning about space and motion in visual imagery - theoretical foundations and applications

Jakob Suchan

PhD thesis, 2022

Challenges in Achieving Explainability for Cooperative Transportation Systems.

Björn Koopmann, Alexander Trende, Karina Rothemann, Linda Feeken, Jakob Suchan, Daniela Johannmeyer, Yvonne Brück

Proceedings of the 30th IEEE International Requirements Engineering Conference Workshops, 2022

Attentional synchrony in films: A window to visuospatial characterization of events.

Vipul Nair, Jakob Suchan, Mehul Bhatt, Paul Hemeren

Proceedings of the SAP '22: ACM Symposium on Applied Perception 2022, Virtual Event, September 22, 2022

2021

Commonsense visual sensemaking for autonomous driving - On generalised neurosymbolic online abduction integrating vision and semantics.

Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan

Artif. Intell., 2021

Artificial Visual Intelligence - Perceptual Commonsense for Human-Centred Cognitive Technologies.

Mehul Bhatt, Jakob Suchan

Proceedings of the Human-Centered Artificial Intelligence, 2021

2020

Driven by Commonsense.

Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving.

Vasiliki Kondyli, Mehul Bhatt, Jakob Suchan

Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Cognitive Vision and Perception.

Mehul Bhatt, Jakob Suchan

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Deep Semantics for Explainable Visuospatial Intelligence: Perspectives on Integrating Commonsense Spatial Abstractions and Low-Level Neural Features.

Mehul Bhatt, Jakob Suchan, Srikrishna Varadarajan

Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving.

Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Semantic Analysis of (Reflectional) Visual Symmetry: A Human-Centred Computational Model for Declarative Explainability.

Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan, Seyed Ali Amirshahi, Stella X. Yu

CoRR, 2018

Answer Set Programming Modulo 'Space-Time'.

Carl Schultz, Mehul Bhatt, Jakob Suchan, Przemyslaw Andrzej Walega

Proceedings of the Rules and Reasoning - Second International Joint Conference, 2018

Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects.

Jakob Suchan, Mehul Bhatt, Przemyslaw Andrzej Walega, Carl Schultz

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Declarative Reasoning about Space and Motion with Video.

Jakob Suchan

Künstliche Intell., 2017

Declarative Spatial Reasoning for Intelligent Cinematography.

Mehul Bhatt, Carl Schultz, Jakob Suchan, Przemyslaw Andrzej Walega

Proceedings of the 6th Workshop on Intelligent Cinematography and Editing, 2017

Deep Semantic Abstractions of Everyday Human Activities - On Commonsense Representations of Human Interactions.

Jakob Suchan, Mehul Bhatt

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Commonsense Scene Semantics for Cognitive Robotics: Towards Grounding Embodied Visuo-Locomotive Interactions.

Jakob Suchan, Mehul Bhatt

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

The geometry of a scene: On deep semantics for visual perception driven cognitive film, studies.

Jakob Suchan, Mehul Bhatt

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Probabilistic Spatial Reasoning in Constraint Logic Programming.

Carl Schultz, Mehul Bhatt, Jakob Suchan

Proceedings of the Scalable Uncertainty Management - 10th International Conference, 2016

Deeply Semantic Inductive Spatio-Temporal Learning.

Jakob Suchan, Mehul Bhatt, Carl Schultz

Proceedings of the 26th International Conference on Inductive Logic Programming (Short papers), 2016

Semantic Question-Answering with Video and Eye-Tracking Data: AI Foundations for Human Visual Perception Driven Cognitive Film Studies.

Jakob Suchan, Mehul Bhatt

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics, and Construction Grammar for Spatial Language.

Michael Spranger, Jakob Suchan, Mehul Bhatt

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

The perception of symmetry in the moving image: multi-level computational analysis of cinematographic scene structure and its visual reception.

Jakob Suchan, Mehul Bhatt, Stella X. Yu

Proceedings of the ACM Symposium on Applied Perception, 2016

Embodied visuo-locomotive experience analysis: immersive reality based summarisation of experiments in environment-behaviour studies.

Mehul Bhatt, Jakob Suchan, Vasiliki Kondyli, Carl Schultz

Proceedings of the ACM Symposium on Applied Perception, 2016

Artificial Intelligence for Predictive and Evidence Based Architecture Design.

Mehul Bhatt, Jakob Suchan, Carl Schultz, Vasiliki Kondyli, Saurabh Goyal

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Talking about the Moving Image: A Declarative Model for Image Schema Based Embodied Perception Grounding and Language Generation.

Jakob Suchan, Mehul Bhatt, Harshita Jhavar

CoRR, 2015

2014

Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction.

Michael Spranger, Jakob Suchan, Mehul Bhatt, Manfred Eppe

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Perceptual Narratives of Space and Motion for Semantic Interpretation of Visual Data.

Jakob Suchan, Mehul Bhatt, Paulo E. Santos

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Cognitive Interpretation of Everyday Activities - Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation.

Mehul Bhatt, Jakob Suchan, Carl Schultz

Proceedings of the 2013 Workshop on Computational Models of Narrative, 2013

Rotunde - A Smart Meeting Cinematography Initiative - Tools, Datasets, and Benchmarks for Cognitive Interpretation and Control.

Mehul Bhatt, Jakob Suchan, Christian Freksa

Proceedings of the Space, 2013

2012

Toward an Activity Theory Based Model of Spatio-Temporal Interactions - Integrating Situational Inference and Dynamic (Sensor) Control.

Jakob Suchan, Mehul Bhatt

Proceedings of the STAIRS 2012, 2012