Publications

List of publications

Journals

  • O Juan, R Keriven, G Postelnicu. (2006). “Stochastic Motion and the Level Set Method in Computer Vision: Stochastic Active Contours.” Journal IJCV 2006. Download

Conferences

  • P Strang, Z Ales, C Bissuel, O Juan, S Kedad-Sidhoum, E Rachelson. (2023). “Hyperbolic deep reinforcement learning for repeated exact combinatorial optimization.” Conference PGMO 2023. Download Abstract
  • P Strang, Z Ales, C Bissuel, O Juan, S Kedad-Sidhoum, E Rachelson. (2023). “Influence branching for learning to solve mixed integer programs online.” Conference MIP workshop 2023. Download
  • Z Alès, M Etheve, C Bissuel, O Juan, S Kedad-Sidhoum. (2021). “On learning node selection in a branch and bound algorithm.” Conference ROADEF 2021. Download
  • Z Alès, M Etheve, C Bissuel, O Juan, S Kedad-Sidhoum. (2020). “Reinforcement learning for variable selection in a branch and bound algorithm.” Conference CPAIOR 2020. Download
  • M Etheve, Z Alès, C Bissuel, O Juan, S Kedad-Sidhoum. (2019). “A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming.” Conference PGMO 2019. Download Abstract
  • O Juan. (2018). “Smart Charging of Electric Car using Deep Reinforcement Learning.” Conference PGMO Days 2018. Download Abstract
  • S Dal Secco, O Juan, M Louis-Louisy, JY Lucas, P Plion, L Porcheron. (2015). “Using a genetic algorithm and CFD to identify low NOx configurations in an industrial boiler.” Journal Fuel 2015. Download
  • Y Liu, O Veksler, O Juan. (2010). “Generating classic mosaics with graph cuts.” Conference Computer graphics forum 2010. Download
  • S Dal Secco, O Juan, JY Lucas, P Plion. (2010). “Evolutionary algorithm for pollutant emission minimization in coal power plants.” Conference META 2010. Download
  • M Porcheron, A Gorge, O Juan, T Simovic, G Dereu. (2010). “Challenge ROADEF/EURO 2010: A large-scale energy management problem with varied constraints.” Challenge ROADEF/EURO 2010. Download
  • O Juan, Y Boykov. (2007). “Capacity scaling for graph cuts in vision.” Conference ICCV 2007. Download
  • Y Liu, O Veksler, O Juan. (2007). “Simulating classic mosaics with graph cuts.” Conference EMMCVPR 2007. Download
  • R Dupont, O Juan, R Keriven. (2006). “Robust segmentation of hidden layers in video sequences.” Conference ICPR 2006. Download
  • O Juan, Y Boykov. (2006). “Active graph cuts.” Conference CVPR 2006. Download
  • O Juan, R Keriven. (2005). “Trimap segmentation for fast and user-friendly alpha matting.” Conference VLSM 2005. Download
  • O Juan, R Keriven, G Postelnicu. (2003). “Stochastic mean curvature motion in computer vision: Stochastic active contours.” Conference VLSM 2005. Download

Tech Reports

  • O Juan, R Keriven. (2004). “Unsupervised segmentation for digital matting.” INRIA Tech report. Download

PhD Thesis

O Juan. (2006). “On Some Extensions of Level Sets and Graph Cuts & Their Applications to Image and Video Segmentation.” PhD Thesis 2006. Download