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JD Tech Talk
JD Tech Talk
Apr 22, 2025 · Artificial Intelligence

End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV-HEVC Encoding

Leveraging AI-driven monocular depth estimation, novel view synthesis, and MV‑HEVC encoding, the JD Retail Content R&D team presents an end‑to‑end pipeline that converts 2D video assets into high‑quality immersive 3D spatial videos, introduces the large‑scale StereoV1K dataset, and demonstrates superior performance over existing methods.

3D video generationAIGCMV-HEVC
0 likes · 22 min read
End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV-HEVC Encoding
JD Tech
JD Tech
Apr 21, 2025 · Artificial Intelligence

End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV‑HEVC Encoding

This article presents a comprehensive AI‑driven pipeline that converts 2D video into immersive 3D spatial video by leveraging monocular depth estimation, depth‑warping novel view synthesis, a multi‑branch inpainting module, a large‑scale StereoV1K dataset, and efficient MV‑HEVC compression, with results validated at ICME 2025 and deployed in JD Vision services.

3D videoAIAIGC
0 likes · 20 min read
End-to-End 3D Spatial Video Generation via Monocular Depth Estimation, Novel View Synthesis, and MV‑HEVC Encoding
Tencent Cloud Developer
Tencent Cloud Developer
Aug 2, 2023 · Fundamentals

MV-HEVC and Its Application in 3D Video Encoding for Apple Vision Pro

Apple Vision Pro supports MV‑HEVC, a multi‑view extension of HEVC that reduces inter‑view redundancy, enabling efficient 3D video encoding; Tencent’s V265 encoder implements it, achieving over 50 % bitrate savings for the secondary view and roughly 20 % overall bandwidth reduction while preserving visual quality.

3D videoApple Vision ProMV-HEVC
0 likes · 11 min read
MV-HEVC and Its Application in 3D Video Encoding for Apple Vision Pro
Tencent Architect
Tencent Architect
Jul 27, 2023 · Fundamentals

Understanding MV-HEVC: Advances in 3D Video Encoding and V265 Support for Apple Vision Pro

This article explains the fundamentals of 3D video imaging, compares traditional 3D encoding methods with the MV-HEVC standard, and details how Tencent's V265 encoder implements MV-HEVC to achieve significant bitrate savings for Apple Vision Pro and other multiview applications.

3D videoApple Vision ProMV-HEVC
0 likes · 10 min read
Understanding MV-HEVC: Advances in 3D Video Encoding and V265 Support for Apple Vision Pro