Janne Heikkilä

Janne Heikkilä

Oulun yliopisto

H-index: 44

Europe-Finland

About Janne Heikkilä

Janne Heikkilä, With an exceptional h-index of 44 and a recent h-index of 28 (since 2020), a distinguished researcher at Oulun yliopisto, specializes in the field of computer vision, machine vision, pattern recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix

GS-Pose: Cascaded Framework for Generalizable Segmentation-based 6D Object Pose Estimation

Ray Launching-Based Computation of Exact Paths with Noisy Dense Point Clouds

A Ray Launching Approach for Computing Exact Paths with Point Clouds

Partially calibrated semi-generalized pose from hybrid point correspondences

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

A Novel Application of Polynomial Solvers in mmWave Analog Radio Beamforming

DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding

Janne Heikkilä Information

University

Position

Professor of Computer Science and Engineering

Citations(all)

14321

Citations(since 2020)

4903

Cited By

11595

hIndex(all)

44

hIndex(since 2020)

28

i10Index(all)

132

i10Index(since 2020)

75

Email

University Profile Page

Oulun yliopisto

Google Scholar

View Google Scholar Profile

Janne Heikkilä Skills & Research Interests

computer vision

machine vision

pattern recognition

Top articles of Janne Heikkilä

Title

Journal

Author(s)

Publication Date

Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix

Journal of Mathematical Imaging and Vision

Snehal Bhayani

Janne Heikkilä

Zuzana Kukelova

2024/3/23

GS-Pose: Cascaded Framework for Generalizable Segmentation-based 6D Object Pose Estimation

arXiv preprint arXiv:2403.10683

Dingding Cai

Janne Heikkilä

Esa Rahtu

2024/3/15

Ray Launching-Based Computation of Exact Paths with Noisy Dense Point Clouds

arXiv preprint arXiv:2403.06648

Niklas Vaara

Pekka Sangi

Miguel Bordallo López

Janne Heikkilä

2024/3/11

A Ray Launching Approach for Computing Exact Paths with Point Clouds

arXiv preprint arXiv:2402.13747

Niklas Vaara

Pekka Sangi

Miguel Bordallo López

Janne Heikkilä

2024/2/21

Partially calibrated semi-generalized pose from hybrid point correspondences

Snehal Bhayani

Torsten Sattler

Viktor Larsson

Janne Heikkilä

Zuzana Kukelova

2023

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

Janne Mustaniemi

Juho Kannala

Esa Rahtu

Li Liu

Janne Heikkilä

2023/4/18

A Novel Application of Polynomial Solvers in mmWave Analog Radio Beamforming

ACM Communications in Computer Algebra

Snehal Bhayani

Praneeth Susarla

SS Krishna Chaitanya Bulusu

Olli Silven

Markku Juntti

...

2023/12/13

DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding

arXiv preprint arXiv:2312.02192

Uy Dieu Tran

Minh Luu

Phong Nguyen

Janne Heikkila

Khoi Nguyen

...

2023/12/2

A refined path generation pipeline for radio channel propagation modeling

Niklas Vaara

Pekka Sangi

Juha Pyhtilä

Markku Juntti

Janne Heikkilä

2023/3/26

Deletion of the murine ortholog of human 9p21. 3 locus promotes atherosclerosis by increasing macrophage proinflammatory activity

Frontiers in Cardiovascular Medicine

Sanna Kettunen

Anna-Kaisa Ruotsalainen

Tiit Örd

Tuisku Suoranta

Janne Heikkilä

...

2023/3/6

Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis

IEEE Transactions on Pattern Analysis and Machine Intelligence

Phong Nguyen-Ha

Lam Huynh

Esa Rahtu

Jiri Matas

Janne Heikkil

2023/11/24

Unbiased scene graph generation via two-stage causal modeling

IEEE Transactions on Pattern Analysis and Machine Intelligence

Shuzhou Sun

Shuaifeng Zhi

Qing Liao

Janne Heikkilä

Li Liu

2023/6/12

Hybrid Intelligence–Human-AI Co-Evolution and Learning in Multirealities (HI)

Sanna Järvelä

Guoying Zhao

Janne Heikkilä

Hanna Järvenoja

Kristina Mikkonen

...

2023

MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation

Dingding Cai

Janne Heikkilä

Esa Rahtu

2023/4/18

Toward verifiable and reproducible human evaluation for text-to-image generation

Mayu Otani

Riku Togashi

Yu Sawai

Ryosuke Ishigami

Yuta Nakashima

...

2023

AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval

Riku Togashi

Mayu Otani

Yuta Nakashima

Esa Rahtu

Janne Heikkilä

...

2022

Sc6d: Symmetry-agnostic and correspondence-free 6d object pose estimation

Dingding Cai

Janne Heikkilä

Esa Rahtu

2022/9/12

Optimal correction cost for object detection evaluation

Mayu Otani

Riku Togashi

Yuta Nakashima

Esa Rahtu

Janne Heikkilä

...

2022

HRF-Net: Holistic Radiance Fields from Sparse Inputs

arXiv preprint arXiv:2208.04717

Phong Nguyen-Ha

Lam Huynh

Esa Rahtu

Jiri Matas

Janne Heikkila

2022/8/9

Suositus kuvankatselunäytöille ja niiden laadunvalvontaan

Janne Heikkilä

Eero Hippeläinen

Soili Kallio-Pulkkinen

Atte Lajunen

Pasi Lepola

...

2022/11/22

See List of Professors in Janne Heikkilä University(Oulun yliopisto)

Co-Authors

H-index: 102
Matti Pietikäinen

Matti Pietikäinen

Oulun yliopisto

H-index: 94
Jiri Matas

Jiri Matas

Ceské vysoké ucení technické v Praze

H-index: 43
Juho Kannala

Juho Kannala

Aalto-yliopisto

H-index: 39
Mikko Salo

Mikko Salo

Jyväskylän yliopisto

H-index: 28
Olli Silven

Olli Silven

Oulun yliopisto

H-index: 24
Yuta Nakashima

Yuta Nakashima

Osaka University

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