Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images

C Li, Y Yang, Z Weng, E Hernlund… - Proceedings of the …, 2024 - openaccess.thecvf.com
In recent years, 3D parametric animal models have been developed to aid in estimating 3D
shape and pose from images and video. While progress has been made for humans, it's …

Towards Multi-Modal Animal Pose Estimation: An In-Depth Analysis

Q Deng, O Deb, A Patel, C Rupprecht, P Torr… - arxiv preprint arxiv …, 2024 - arxiv.org
Animal pose estimation (APE) aims to locate the animal body parts using a diverse array of
sensor and modality inputs, which is crucial for research across neuroscience …

A Measurement Method for Body Parameters of Mongolian Horses Based on Deep Learning and Machine Vision

L Su, M Li, Y Zhang, Z Zong - Applied Sciences, 2024 - mdpi.com
The traditional manual methods for measuring Mongolian horse body parameters are not
very safe, have low levels of automation, and cannot effectively ensure animal welfare. This …

AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer

J Lyu, T Zhu, Y Gu, L Lin, P Cheng, Y Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Quantitative analysis of animal behavior and biomechanics requires accurate animal pose
and shape estimation across species, and is important for animal welfare and biological …

Object Agnostic 3D Lifting in Space and Time

C Fusco, M Dabhi, SF Ch'ng, S Lucey - arxiv preprint arxiv:2412.01166, 2024 - arxiv.org
We present a spatio-temporal perspective on category-agnostic 3D lifting of 2D keypoints
over a temporal sequence. Our approach differs from existing state-of-the-art methods that …

[PDF][PDF] Supplementary Material for: Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images

C Li, Y Yang, Z Weng, E Hernlund, S Zuffi, H Kjellström - openaccess.thecvf.com
This document provides the supplementary materials. Section 1 presents how we employ a
diffusion model in DessiePIPE to synthesize realistic UV texture maps. In Section 2, we offer …