Janne Mustaniemi

According to our database, Janne Mustaniemi authored at least 19 papers between 2015 and 2026.

Collaborative distances:

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

2026

OP2GS: Object-Aware 3D Gaussian Splatting with Dual-Opacity Primitives.

Guiyu Liu, Niklas Vaara, Janne Mustaniemi, Juho Kannala, Janne Heikkilä

CoRR, May, 2026

An End-to-End Depth-Based Pipeline for Selfie Image Rectification.

Ahmed Alhawwary, Janne Mustaniemi, Phong Nguyen, Janne Heikkilä

IEEE Trans. Pattern Anal. Mach. Intell., January, 2026

2025

CSI2Depth: Spatio-Temporal Depth Images from Wi-Fi CSI Data via Transformer Networks and Conditional Generative Adversarial Networks.

Constantino Álvarez Casado, Manuel Lage Cañellas, Janne Mustaniemi, Matteo Pedone, Olli Silvén, Miguel Bordallo López

Proceedings of the Image Analysis - 23rd Scandinavian Conference, 2025

Demonstration of a Continuously Updated, Radio-Compatible Digital Twin for Robotic Integrated Sensing and Communications.

Vlad-Costin Andrei, Praneeth Susarla, Aladin Djuhera, Niklas Vaara, Janne Mustaniemi, Constantino Álvarez Casado, Xinyang Li, Ullrich J. Mönich, Holger Boche, Miguel Bordallo López

Proceedings of the 5th IEEE International Symposium on Joint Communications & Sensing, 2025

Radio Propagation as a Service: Raytracing-Based Channel Simulation from Camera Data.

Sasan Sharifipour, Tuomas Määttä, Niklas Vaara, Pekka Sangi, Lam Huynh, Janne Mustaniemi, Janne Heikkilä, Luís M. Pessoa, Filipe B. Teixeira, Miguel Bordallo López

Proceedings of the 33rd European Signal Processing Conference, 2025

FaDeN: Fast Depth-Supervised NeRFs with RGB-D Cameras.

Janne Mustaniemi, Li Liu, Janne Heikkilä

Proceedings of the Computer Analysis of Images and Patterns, 2025

Synthesizing Images with Different Exposure Settings for Low-Light Image Enhancement.

Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkilä

Proceedings of the Computer Analysis of Images and Patterns, 2025

Digital Twinning of Integrated Sensing and Communications Systems from Multimodal Data: An Experimental Perspective.

Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Tuomas Määttä, Janne Mustaniemi, Niklas Vaara, Praneeth Susarla, Ullrich J. Mönich, Miguel Bordallo López, Holger Boche, Ahmed Alkhateeb

Proceedings of the 59th Asilomar Conference on Signals, 2025

2023

BS3D: Building-Scale 3D Reconstruction from RGB-D Images.

Janne Mustaniemi, Juho Kannala, Esa Rahtu, Li Liu, Janne Heikkilä

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

2022

Seeking Attention: Using Full Context Transformers for Better Disparity Estimation.

Nadir Bengana, Janne Mustaniemi, Janne Heikkilä

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

PatchFlow: A Two-Stage Patch-Based Approach for Lightweight Optical Flow Estimation.

Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkilä

Proceedings of the Computer Vision - ACCV 2022, 2022

2020

LSD_2 - Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs.

Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä, Janne Heikkilä

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Gyroscope-Aided Motion Deblurring with Deep Networks.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018

LSD₂ - Joint Denoising and Deblurring of Short and Long Exposure Images with Convolutional Neural Networks.

Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä, Janne Heikkilä

CoRR, 2018

Inertial-aided Motion Deblurring with Deep Networks.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

CoRR, 2018

Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Inertial-based scale estimation for structure from motion on mobile devices.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016

Parallax correction via disparity estimation in a multi-aperture camera.

Janne Mustaniemi, Juho Kannala, Janne Heikkilä

Mach. Vis. Appl., 2016

2015

Disparity Estimation for Image Fusion in a Multi-aperture Camera.

Janne Mustaniemi, Juho Kannala, Janne Heikkilä

Proceedings of the Computer Analysis of Images and Patterns, 2015