2 citations · 3 across the 7 of their papers we have counts for
7 papers
FineControlNet: Fine-level Text Control for Image Generation with Spatially Aligned Text Control Injection
Hongsuk Choi, Isaac Kasahara, Selim Engin +3
Recently introduced ControlNet has the ability to steer the text-driven image generation process with geometric input such as human 2D pose, or edge features. While ControlNet prov…
VioLA: Aligning Videos to 2D LiDAR Scans
Jun-Jee Chao, Selim Engin, Nikhil Chavan-Dafle +2
We study the problem of aligning a video that captures a local portion of an environment to the 2D LiDAR scan of the entire environment. We introduce a method (VioLA) that starts w…
HandNeRF: Learning to Reconstruct Hand-Object Interaction Scene from a Single RGB Image
Hongsuk Choi, Nikhil Chavan-Dafle, Jiacheng Yuan +2
This paper presents a method to learn hand-object interaction prior for reconstructing a 3D hand-object scene from a single RGB image. The inference as well as training-data genera…
RIC: Rotate-Inpaint-Complete for Generalizable Scene Reconstruction
Isaac Kasahara, Shubham Agrawal, Selim Engin +3
General scene reconstruction refers to the task of estimating the full 3D geometry and texture of a scene containing previously unseen objects. In many practical applications such…
Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction
Shubham Agrawal, Nikhil Chavan-Dafle, Isaac Kasahara +3
Robotic manipulation systems operating in complex environments rely on perception systems that provide information about the geometry (pose and 3D shape) of the objects in the scen…
Pick2Place: Task-aware 6DoF Grasp Estimation via Object-Centric Perspective Affordance
Zhanpeng He, Nikhil Chavan-Dafle, Jinwook Huh +2
The choice of a grasp plays a critical role in the success of downstream manipulation tasks. Consider a task of placing an object in a cluttered scene; the majority of possible gra…
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation
Nikhil Chavan-Dafle, Sergiy Popovych, Shubham Agrawal +2
Being able to grasp objects is a fundamental component of most robotic manipulation systems. In this paper, we present a new approach to simultaneously reconstruct a mesh and a den…