9 citations · 13 across the 7 of their papers we have counts for
8 papers
Text2CAD: Text to 3D CAD Generation via Technical Drawings
Mohsen Yavartanoo, Sangmin Hong, Reyhaneh Neshatavar +1
The generation of industrial Computer-Aided Design (CAD) models from user requests and specifications is crucial to enhancing efficiency in modern manufacturing. Traditional method…
CNC-Net: Self-Supervised Learning for CNC Machining Operations
Mohsen Yavartanoo, Sangmin Hong, Reyhaneh Neshatavar +1
CNC manufacturing is a process that employs computer numerical control (CNC) machines to govern the movements of various industrial tools and machinery, encompassing equipment rang…
ICF-SRSR: Invertible scale-Conditional Function for Self-Supervised Real-world Single Image Super-Resolution
Reyhaneh Neshatavar, Mohsen Yavartanoo, Sanghyun Son +1
Single image super-resolution (SISR) is a challenging ill-posed problem that aims to up-sample a given low-resolution (LR) image to a high-resolution (HR) counterpart. Due to the d…
ACL-SPC: Adaptive Closed-Loop system for Self-Supervised Point Cloud Completion
Sangmin Hong, Mohsen Yavartanoo, Reyhaneh Neshatavar +1
Point cloud completion addresses filling in the missing parts of a partial point cloud obtained from depth sensors and generating a complete point cloud. Although there has been st…
CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image
Reyhaneh Neshatavar, Mohsen Yavartanoo, Sanghyun Son +1
Recently, significant progress has been made on image denoising with strong supervision from large-scale datasets. However, obtaining well-aligned noisy-clean training image pairs…
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation
Mohsen Yavartanoo, Shih-Hsuan Hung, Reyhaneh Neshatavar +2
3D shape representation and its processing have substantial effects on 3D shape recognition. The polygon mesh as a 3D shape representation has many advantages in computer graphics…
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces
Mohsen Yavartanoo, JaeYoung Chung, Reyhaneh Neshatavar +1
3D Shape representation has substantial effects on 3D shape reconstruction. Primitive-based representations approximate a 3D shape mainly by a set of simple implicit primitives, bu…
SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection
Mohsen Yavartanoo, Eu Young Kim, Kyoung Mu Lee
We propose an efficient Stereographic Projection Neural Network (SPNet) for learning representations of 3D objects. We first transform a 3D input volume into a 2D planar image usin…