Search Results for author: Nikhil Chavan-Dafle

Found 6 papers, 1 papers with code

FineControlNet: Fine-level Text Control for Image Generation with Spatially Aligned Text Control Injection

no code implementations14 Dec 2023 Hongsuk Choi, Isaac Kasahara, Selim Engin, Moritz Graule, Nikhil Chavan-Dafle, Volkan Isler

While ControlNet provides control over the geometric form of the instances in the generated image, it lacks the capability to dictate the visual appearance of each instance.

Image Generation

VioLA: Aligning Videos to 2D LiDAR Scans

no code implementations8 Nov 2023 Jun-Jee Chao, Selim Engin, Nikhil Chavan-Dafle, Bhoram Lee, Volkan Isler

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.

Depth Completion Image Inpainting

HandNeRF: Learning to Reconstruct Hand-Object Interaction Scene from a Single RGB Image

no code implementations14 Sep 2023 Hongsuk Choi, Nikhil Chavan-Dafle, Jiacheng Yuan, Volkan Isler, Hyunsoo Park

The inference as well as training-data generation for 3D hand-object scene reconstruction is challenging due to the depth ambiguity of a single image and occlusions by the hand and object.

Motion Planning Object +1

RIC: Rotate-Inpaint-Complete for Generalizable Scene Reconstruction

no code implementations21 Jul 2023 Isaac Kasahara, Shubham Agrawal, Selim Engin, Nikhil Chavan-Dafle, Shuran Song, Volkan Isler

General scene reconstruction refers to the task of estimating the full 3D geometry and texture of a scene containing previously unseen objects.

Autonomous Navigation

Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction

1 code implementation16 May 2023 Shubham Agrawal, Nikhil Chavan-Dafle, Isaac Kasahara, Selim Engin, Jinwook Huh, Volkan Isler

In this paper, we present a novel method to provide this geometric and semantic information of all objects in the scene as well as feasible grasps on those objects simultaneously.

3D Shape Reconstruction Object +1

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