Janne Heikkilä

University of Oulu — Finland

Computer Science · Physical Sciences

40h-index10.1kcitations263works2.42yr avg
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Research Topics

Advanced Vision and Imaging(100), Image Processing Techniques and Applications(67), Advanced Image and Video Retrieval Techniques(53), Robotics and Sensor-Based Localization(40), Advanced Image Processing Techniques(36)

Publications263 total

FusionKD: Fusion knowledge distillation of vision-language foundation model for strip steel surface defect detection
Information Fusion·2025
FaDeN: Fast Depth-Supervised NeRFs with RGB-D Cameras
Lecture notes in computer science·2025
Synthesizing Images with Different Exposure Settings for Low-Light Image Enhancement
Lecture notes in computer science·2025
Radio Propagation as a Service: Raytracing-Based Channel Simulation from Camera Data
2025
An End-to-End Depth-Based Pipeline for Selfie Image Rectification
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025Open Access
Differentiable High-Performance Ray Tracing-Based Simulation of Radio Propagation with Point Clouds
ArXiv.org·2025Open Access
Towards an Automated Multimodal Approach for Video Summarization: Building a Bridge Between Text, Audio and Facial Cue-Based Summarization
arXiv (Cornell University)·2025Open Access
A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 3 citedOpen Access
GS-Pose: Generalizable Segmentation-Based 6D Object Pose Estimation with 3D Gaussian Splatting
2025· 7 cited
Ray Launching-Based Computation of Exact Paths With Noisy Dense Point Clouds
IEEE Transactions on Antennas and Propagation·2025· 1 citedOpen Access
A Conic Transformation Approach for Solving the Perspective-Three-Point Problem
2025
A Causal Adjustment Module for Debiasing Scene Graph Generation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 26 cited
An End-to-End Depth-Based Pipeline for Selfie Image Rectification
arXiv (Cornell University)·2024Open Access
Correction: Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix
Journal of Mathematical Imaging and Vision·2024Open Access
A Ray Launching Approach for Computing Exact Paths with Point Clouds
2024· 3 cited
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix
Journal of Mathematical Imaging and Vision·2024· 1 citedOpen Access
GS-Pose: Generalizable Segmentation-based 6D Object Pose Estimation with 3D Gaussian Splatting
arXiv (Cornell University)·2024· 3 citedOpen Access
Ray Launching-Based Computation of Exact Paths with Noisy Dense Point Clouds
arXiv (Cornell University)·2024Open Access
A Ray Launching Approach for Computing Exact Paths with Point Clouds
arXiv (Cornell University)·2024Open Access
Mitigating SAR Out-of-Distribution Overconfidence Based on Evidential Uncertainty
IEEE Geoscience and Remote Sensing Letters·2024· 3 cited
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Frequent Co-authors

Esa Rahtu(14), Juho Kannala(14), Ville Ojansivu(6), Olli Sílven(5), Neslihan Bayramoğlu(5), Mayu Otani(4), Mikko Salo(3), Daniel Herrera C.(3), Yuta Nakashima(3), Lauri Eklund(3), Sami S. Brandt(3), Timo Ahonen(2), Hamed R. Tavakoli(2), Naokazu Yokoya(2), Xiaochao Zhao(2), Yaping Lin(2), Mika Kaakinen(2), Saad Ullah Akram(2), Li Liu(2), Abdenour Hadid(1)