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During Stereoscopic 3D (S3D) video transmission, one or both views can be affected by bit errors and packet losses caused by adverse channel conditions, delay or jitter. Typically, the Human Visual System (HVS) is incapable of aligning and…

Multimedia · Computer Science 2018-09-24 Md Mehedi Hasan , John F. Arnold , Michael R. Frater

Natural Light Uncalibrated Photometric Stereo (NaUPS) relieves the strict environment and light assumptions in classical Uncalibrated Photometric Stereo (UPS) methods. However, due to the intrinsic ill-posedness and high-dimensional…

Computer Vision and Pattern Recognition · Computer Science 2024-04-03 Zongrui Li , Zhan Lu , Haojie Yan , Boxin Shi , Gang Pan , Qian Zheng , Xudong Jiang

Scene understanding is paramount in robotics, self-navigation, augmented reality, and many other fields. To fully accomplish this task, an autonomous agent has to infer the 3D structure of the sensed scene (to know where it looks at) and…

Computer Vision and Pattern Recognition · Computer Science 2020-02-26 Pier Luigi Dovesi , Matteo Poggi , Lorenzo Andraghetti , Miquel Martí , Hedvig Kjellström , Alessandro Pieropan , Stefano Mattoccia

Color constancy and color illusion perception are two phenomena occurring in the human visual system, which can help us reveal unknown mechanisms of human perception. For decades computer vision scientists have developed numerous color…

Computer Vision and Pattern Recognition · Computer Science 2023-12-21 Oguzhan Ulucan , Diclehan Ulucan , Marc Ebner

Although all members of the ophthalmic community agree that distortion is an aberration affecting the geometry of an image produced by the periphery of an ophthalmic lens, there are several approaches for analyzing and quantifying this…

Quantitative Methods · Quantitative Biology 2023-01-19 Jean-Marie Hanssens , Bernard Bourdoncle , Jacques Gresset , Jocelyn Faubert , Pierre Simonet

We respond to the recent paper by Makelov et al. (2023), which reviews subspace interchange intervention methods like distributed alignment search (DAS; Geiger et al. 2023) and claims that these methods potentially cause "interpretability…

Machine Learning · Computer Science 2024-01-24 Zhengxuan Wu , Atticus Geiger , Jing Huang , Aryaman Arora , Thomas Icard , Christopher Potts , Noah D. Goodman

Video Large Language Models (VideoLLMs) have shown remarkable progress in video understanding. However, these models still struggle to effectively perceive and exploit rich temporal information in videos when responding to user queries.…

Computer Vision and Pattern Recognition · Computer Science 2025-12-05 Chang-Hsun Wu , Kai-Po Chang , Yu-Yang Sheng , Hung-Kai Chung , Kuei-Chun Wang , Yu-Chiang Frank Wang

Large Vision-Language Models (LVLMs) excel in diverse cross-modal tasks. However, object hallucination, where models produce plausible but inaccurate object descriptions, remains a significant challenge. In contrast to previous work…

Computer Vision and Pattern Recognition · Computer Science 2026-02-11 Yiyang Huang , Liang Shi , Yitian Zhang , Yi Xu , Yun Fu

In this paper, we present Vision Permutator, a conceptually simple and data efficient MLP-like architecture for visual recognition. By realizing the importance of the positional information carried by 2D feature representations, unlike…

Computer Vision and Pattern Recognition · Computer Science 2021-06-24 Qibin Hou , Zihang Jiang , Li Yuan , Ming-Ming Cheng , Shuicheng Yan , Jiashi Feng

Large Vision-Language Models (VLMs) often answer classic visual illusions "correctly" on original images, yet persist with the same responses when illusion factors are inverted, even though the visual change is obvious to humans. This…

Computer Vision and Pattern Recognition · Computer Science 2026-04-01 Xiaoxiao Sun , Mingyang Li , Kun Yuan , Min Woo Sun , Mark Endo , Shengguang Wu , Changlin Li , Yuhui Zhang , Zeyu Wang , Serena Yeung-Levy

Despite recent advances in Natural Language Processing (NLP), hierarchical discourse parsing in the framework of Rhetorical Structure Theory remains challenging, and our understanding of the reasons for this are as yet limited. In this…

Computation and Language · Computer Science 2023-09-12 Yang Janet Liu , Tatsuya Aoyama , Amir Zeldes

The Large Synoptic Survey Telescope (LSST) will open a discovery frontier for faint and fast transients with its ability to detect variable flux components down to $\sim$24.5 mag in a $\sim$30 second exposure. Spectroscopic follow-up of…

Stereoscopic head-mounted displays (HMDs) render and present binocular images to create an egocentric, 3D percept to the HMD user. Within this render and presentation pipeline there are potential rendering camera and viewing position errors…

Human-Computer Interaction · Computer Science 2026-03-17 Raffles Xingqi Zhu , Charlie S. Burlingham , Olivier Mercier , Phillip Guan

The inability of standard models to explain the flux ratios in many 4-image gravitational lenses has been cited as evidence for significant small-scale structure in lens galaxies. That claim has generally relied on detailed lens modeling,…

Astrophysics · Physics 2009-11-07 Charles R. Keeton , B. Scott Gaudi , A. O. Petters

With the recent advancement in visualization devices over the last years, we are seeing a growing market for stereoscopic content. In order to convey 3D content by means of stereoscopic displays, one needs to transmit and display at least 2…

Optics · Physics 2009-11-11 L. P. Yaroslavsky , J. Campos , M. Espinola , I. Ideses

Stereo rectification is the determination of two image transformations (or homographies) that map corresponding points on the two images, projections of the same point in the 3D space, onto the same horizontal line in the transformed…

Computer Vision and Pattern Recognition · Computer Science 2022-03-03 Pasquale Lafiosca , Marta Ceccaroni

We present Hubble Space Telescope (HST) infrared images of four gravitational lens systems from the JVAS/CLASS gravitational lens survey and compare the new infrared HST pictures with previously published WFPC2 HST optical images and radio…

Astrophysics · Physics 2009-10-31 N. J. Jackson , E. Xanthopoulos , I. W. A. Browne

Relativistic length contraction is revisited and a simple but new thought experiment is proposed in which an apparent asymmetric situation is developed between two different inertial frames regarding detection of light that comes from a…

Classical Physics · Physics 2021-11-02 Biplab Raychaudhuri , Souvik Ghose , Arunabha Bhadra

Despite Video Large Language Models having rapidly advanced in recent years, perceptual hallucinations pose a substantial safety risk, which severely restricts their real-world applicability. While several methods for hallucination…

Computer Vision and Pattern Recognition · Computer Science 2025-12-23 Yiming Sun , Mi Zhang , Feifei Li , Geng Hong , Min Yang

In many fields, self-supervised learning solutions are rapidly evolving and filling the gap with supervised approaches. This fact occurs for depth estimation based on either monocular or stereo, with the latter often providing a valid…

Computer Vision and Pattern Recognition · Computer Science 2020-08-18 Filippo Aleotti , Fabio Tosi , Li Zhang , Matteo Poggi , Stefano Mattoccia